End-to-End Speech Processing Toolkit
This report summarizes scanner evidence for espnet/espnet, a Python project with 9,982 GitHub stars. SynthScan examined 1,483,321 lines of code across 8093 source files, recording 8369 pattern matches distributed across 26 syntactic categories. The legacy adjusted pattern signal is 8.5 (Moderate pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 6323 finding(s).
Are imports declared and package/API names verified? 854 finding(s).
Are wrappers, guards, and repeated structures necessary? 3916 finding(s).
Which changes need focused human review? 8369 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 8369 distinct pattern matches across 26 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | test/ci/test_check_espnet3_parallel_workers.py | 55 | def test_identical_runs_split_in_two_pass(tmp_path): | CODE |
| LOW⚡ | test/ci/test_check_espnet3_parallel_workers.py | 67 | def test_a_run_that_was_not_split_fails(tmp_path): | CODE |
| LOW⚡ | test/ci/test_check_espnet3_parallel_workers.py | 76 | def test_a_different_hypothesis_fails(tmp_path): | CODE |
| LOW⚡ | test/ci/test_check_espnet3_parallel_workers.py | 85 | def test_an_output_only_the_parallel_run_wrote_fails(tmp_path, what): | CODE |
| LOW | test/ci/test_check_espnet3_parallel_workers.py | 102 | def test_statistics_agree_to_rounding_but_not_beyond(tmp_path): | CODE |
| LOW | test/egs3/TEMPLATE/esp2_asr/test_run.py | 9 | def test_load_default_config_train_contains_expected_targets() -> None: | CODE |
| LOW | test/egs3/TEMPLATE/esp2_asr/test_run.py | 19 | def test_load_default_config_infer_contains_expected_targets() -> None: | CODE |
| LOW | test/egs3/TEMPLATE/esp2_asr/test_run.py | 31 | def test_load_and_merge_config_user_overrides_template_defaults(tmp_path: Path) -> None: | CODE |
| LOW | test/egs3/TEMPLATE/esp2_asr/test_run.py | 59 | def test_load_and_merge_demo_config_inherits_template_readme( | CODE |
| LOW | test/egs3/TEMPLATE/esp2_asr/test_run.py | 91 | def test_load_and_merge_config_none_path_returns_none() -> None: | CODE |
| LOW | test/espnet3/demo/test_pack.py | 16 | def test_pack_demo_writes_assets( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 60 | def test_pack_demo_writes_requirements_txt( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 93 | def test_pack_demo_skips_requirements_txt_when_not_configured( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 116 | def test_pack_demo_skips_description_copy_when_ui_description_is_missing( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 150 | def test_pack_demo_supports_exclude_patterns_for_included_dirs( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 196 | def test_pack_demo_expands_globbed_include_paths( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 238 | def test_pack_demo_renders_space_readme( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 362 | def test_template_demo_yaml_defaults_update_false_and_delete_patterns( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 371 | def test_upload_demo_update_true_passes_exist_ok_and_delete_patterns( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 398 | def test_upload_demo_raises_on_existing_space_without_update( | CODE |
| LOW | test/espnet3/demo/test_pack.py | 426 | def test_upload_demo_empty_delete_patterns_passes_none_to_upload_folder( | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 22 | def _test_classes_count_as_installed_espnet_code(monkeypatch): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 131 | def test_specs_come_from_the_declaration_unless_the_demo_says_otherwise(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 155 | def test_fields_without_a_ui_asset_are_left_out(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 167 | def test_inference_fn_calls_the_model_by_field_and_converts_for_gradio(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 186 | def test_to_ui_lays_multichannel_audio_out_for_gradio(): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 192 | def test_model_arguments_live_in_the_bundle_not_the_demo(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 209 | def test_build_demo_shows_a_description_file_or_inline_text(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 224 | def test_default_assets_build_the_components_for_the_specs(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 247 | def test_build_input_component_requires_type(tmp_path): | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 257 | def test_demo_main_writes_demo_log(monkeypatch, tmp_path: Path) -> None: | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 288 | def test_default_text_ui_requires_gradio(monkeypatch) -> None: | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 294 | def test_default_assets_use_only_label(monkeypatch) -> None: | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 324 | def test_build_demo_model_loads_a_tag_through_load(monkeypatch, tmp_path: Path) -> None: | CODE |
| LOW | test/espnet3/demo/test_app_builder.py | 360 | def test_a_demo_with_nothing_to_show_says_so(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 217 | def test_image_output_type_unsupported(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 232 | def test_streaming_on_example(test_audio_paths, tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 243 | def test_streaming_chunked_processing_manual(test_audio_paths): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 273 | def test_streaming_chunk_count(test_audio_paths, chunk_sec, expected_min_chunks): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 291 | def test_parallel_shards_offline_with_base_runner(test_audio_paths, tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_inference_runner.py | 325 | def test_parallel_shards_streaming_with_base_runner(test_audio_paths, tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 102 | def test_local_config_uses_workers_and_dask_dispatch(tmp_path, monkeypatch): | CODE |
| LOW⚡ | test/espnet3/parallel/test_base_runner_batch.py | 127 | def test_batch_size_chunks_indices(tmp_path): | CODE |
| LOW⚡ | test/espnet3/parallel/test_base_runner_batch.py | 134 | def test_batch_size_rejects_non_positive(tmp_path): | CODE |
| LOW⚡ | test/espnet3/parallel/test_base_runner_batch.py | 141 | def test_base_runner_requires_output_dir(): | CODE |
| LOW⚡ | test/espnet3/parallel/test_base_runner_batch.py | 148 | def test_forward_used_when_batch_size_set(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 161 | def test_forward_used_when_batch_size_is_none(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 175 | def test_resume_skips_completed_shards(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 194 | def test_resume_reruns_only_incomplete_shards(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 223 | def test_resume_reuses_manifest_shard_plan(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 263 | def test_resume_raises_when_shard_count_changes(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 299 | def test_resume_raises_when_shard_plan_changes(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 333 | def test_resume_false_forces_rerun(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 351 | def test_resume_raises_for_locked_shard(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 366 | def test_parallel_config_can_replace_stale_lock(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_base_runner_batch.py | 394 | def test_failed_shard_releases_lock(tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_parallel.py | 94 | def test_set_parallel_copies_options_dict(local_cfg): | CODE |
| LOW | test/espnet3/parallel/test_parallel.py | 111 | def test_base_runner_uses_local_cluster_workers(local_cfg, tmp_path): | CODE |
| LOW | test/espnet3/parallel/test_parallel.py | 127 | def test_get_client_registers_worker_env(local_cfg): | CODE |
| LOW | test/espnet3/parallel/test_parallel.py | 136 | def test_worker_env_conflict_detection(local_cfg): | CODE |
| 2255 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | test/espnet2/legacy/reference_batch_beam_search.py | 0 | score new hypothesis by `self.part_scorers`. args: hyp (batchhypothesis): hypothesis with prefix tokens to score ids (to | STRING |
| HIGH | espnet2/legacy/nets/beam_search.py | 0 | score new hypothesis by `self.part_scorers`. args: hyp (batchhypothesis): hypothesis with prefix tokens to score ids (to | STRING |
| HIGH | espnet2/legacy/nets/batch_beam_search.py | 0 | score new hypothesis by `self.part_scorers`. args: hyp (batchhypothesis): hypothesis with prefix tokens to score ids (to | STRING |
| HIGH | test/espnet2/legacy/reference_batch_beam_search.py | 0 | merge states for new hypothesis. args: states: states of `self.full_scorers` part_states: states of `self.part_scorers` | STRING |
| HIGH | espnet2/legacy/nets/beam_search.py | 0 | merge states for new hypothesis. args: states: states of `self.full_scorers` part_states: states of `self.part_scorers` | STRING |
| HIGH | espnet2/legacy/nets/batch_beam_search.py | 0 | merge states for new hypothesis. args: states: states of `self.full_scorers` part_states: states of `self.part_scorers` | STRING |
| HIGH | egs3/TEMPLATE/esp2_asr/src/app.py | 0 | build the default gradio blocks app for one packed demo. | STRING |
| HIGH | egs3/mini_an4/esp2_asr/src/app.py | 0 | build the default gradio blocks app for one packed demo. | STRING |
| HIGH | egs3/librispeech_100/esp2_asr/src/app.py | 0 | build the default gradio blocks app for one packed demo. | STRING |
| HIGH | egs2/misp2021/asr1/local/prepare_far_data.py | 0 | read lines from text or write lines to txt :param textpath: filepath of text :param lines_content: list of lines or none | STRING |
| HIGH | egs2/misp2021/avsr1/local/prepare_far_data.py | 0 | read lines from text or write lines to txt :param textpath: filepath of text :param lines_content: list of lines or none | STRING |
| HIGH | …2021/avsr1/local/prepare_visual_embedding_extractor.py | 0 | read lines from text or write lines to txt :param textpath: filepath of text :param lines_content: list of lines or none | STRING |
| HIGH | egs2/chime8_task1/asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime7_task1/asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime8_task1/asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime7_task1/asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/da_wer_scoring.py | 0 | modified from https://github.com/pyannote/ pyannote-metrics/blob/14af03ca61527621cfc0a3ed7237cc2969681915/ pyannote/metr | STRING |
| HIGH | egs2/chime8_task1/asr1/local/da_wer_scoring.py | 0 | dump re-ordered hypothesis as json files to allow for analyze errors. this is done for each session. | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/da_wer_scoring.py | 0 | dump re-ordered hypothesis as json files to allow for analyze errors. this is done for each session. | STRING |
| HIGH | egs2/chime7_task1/asr1/local/da_wer_scoring.py | 0 | dump re-ordered hypothesis as json files to allow for analyze errors. this is done for each session. | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/da_wer_scoring.py | 0 | dump re-ordered hypothesis as json files to allow for analyze errors. this is done for each session. | STRING |
| HIGH | egs2/chime8_task1/asr1/local/da_wer_scoring.py | 0 | logging diarization output to the specified output folder for each session. this is useful for analyzing errors. | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/da_wer_scoring.py | 0 | logging diarization output to the specified output folder for each session. this is useful for analyzing errors. | STRING |
| HIGH | egs2/chime7_task1/asr1/local/da_wer_scoring.py | 0 | logging diarization output to the specified output folder for each session. this is useful for analyzing errors. | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/da_wer_scoring.py | 0 | logging diarization output to the specified output folder for each session. this is useful for analyzing errors. | STRING |
| HIGH | egs2/chime8_task1/asr1/local/extract_noises.py | 0 | extract noises from the corpus based on the non-speech regions. e.g. {} /export/corpora4/chime5/audio/train/ \\ /export/ | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/extract_noises.py | 0 | extract noises from the corpus based on the non-speech regions. e.g. {} /export/corpora4/chime5/audio/train/ \\ /export/ | STRING |
| HIGH | egs2/chime6/asr1/local/extract_noises.py | 0 | extract noises from the corpus based on the non-speech regions. e.g. {} /export/corpora4/chime5/audio/train/ \\ /export/ | STRING |
| HIGH | egs2/chime7_task1/asr1/local/extract_noises.py | 0 | extract noises from the corpus based on the non-speech regions. e.g. {} /export/corpora4/chime5/audio/train/ \\ /export/ | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/extract_noises.py | 0 | extract noises from the corpus based on the non-speech regions. e.g. {} /export/corpora4/chime5/audio/train/ \\ /export/ | STRING |
| HIGH | egs2/chime8_task1/asr1/local/extract_noises.py | 0 | location of the chime5 audio files. e.g. /export/corpora4/chime5/audio/train/ | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/extract_noises.py | 0 | location of the chime5 audio files. e.g. /export/corpora4/chime5/audio/train/ | STRING |
| HIGH | egs2/chime6/asr1/local/extract_noises.py | 0 | location of the chime5 audio files. e.g. /export/corpora4/chime5/audio/train/ | STRING |
| HIGH | egs2/chime7_task1/asr1/local/extract_noises.py | 0 | location of the chime5 audio files. e.g. /export/corpora4/chime5/audio/train/ | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/extract_noises.py | 0 | location of the chime5 audio files. e.g. /export/corpora4/chime5/audio/train/ | STRING |
| HIGH | egs2/chime8_task1/asr1/local/extract_noises.py | 0 | location of the chime5 transcriptions. e.g. /export/corpora4/chime5/transcriptions/train/ | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/extract_noises.py | 0 | location of the chime5 transcriptions. e.g. /export/corpora4/chime5/transcriptions/train/ | STRING |
| HIGH | egs2/chime6/asr1/local/extract_noises.py | 0 | location of the chime5 transcriptions. e.g. /export/corpora4/chime5/transcriptions/train/ | STRING |
| HIGH | egs2/chime7_task1/asr1/local/extract_noises.py | 0 | location of the chime5 transcriptions. e.g. /export/corpora4/chime5/transcriptions/train/ | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/extract_noises.py | 0 | location of the chime5 transcriptions. e.g. /export/corpora4/chime5/transcriptions/train/ | STRING |
| HIGH | egs2/chime8_task1/asr1/local/extract_noises.py | 0 | list of ids of the chime5 recordings from which noise is extracted. e.g. local/distant_audio_list | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/extract_noises.py | 0 | list of ids of the chime5 recordings from which noise is extracted. e.g. local/distant_audio_list | STRING |
| HIGH | egs2/chime6/asr1/local/extract_noises.py | 0 | list of ids of the chime5 recordings from which noise is extracted. e.g. local/distant_audio_list | STRING |
| HIGH | egs2/chime7_task1/asr1/local/extract_noises.py | 0 | list of ids of the chime5 recordings from which noise is extracted. e.g. local/distant_audio_list | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/extract_noises.py | 0 | list of ids of the chime5 recordings from which noise is extracted. e.g. local/distant_audio_list | STRING |
| HIGH | egs2/chime8_task1/asr1/local/get_lhotse_manifests.py | 0 | slighly modified versions of lhotse recipes scripts in https://github.com/lhotse-speech/lhotse/blob/master/lhotse/recipe | STRING |
| HIGH | egs2/chime7_task1/asr1/local/get_lhotse_manifests.py | 0 | slighly modified versions of lhotse recipes scripts in https://github.com/lhotse-speech/lhotse/blob/master/lhotse/recipe | STRING |
| HIGH | …2/chime7_task1/diar_asr1/local/get_lhotse_manifests.py | 0 | slighly modified versions of lhotse recipes scripts in https://github.com/lhotse-speech/lhotse/blob/master/lhotse/recipe | STRING |
| HIGH | egs2/chime8_task1/asr1/local/get_lhotse_manifests.py | 0 | returns the manifests which consist of the recordings and supervisions :param corpus_dir: pathlike, the path of dipco ma | STRING |
| HIGH | egs2/chime7_task1/asr1/local/get_lhotse_manifests.py | 0 | returns the manifests which consist of the recordings and supervisions :param corpus_dir: pathlike, the path of dipco ma | STRING |
| HIGH | …2/chime7_task1/diar_asr1/local/get_lhotse_manifests.py | 0 | returns the manifests which consist of the recordings and supervisions :param corpus_dir: pathlike, the path of dipco ma | STRING |
| HIGH | egs2/chime8_task1/asr1/local/gss_micrank.py | 0 | envelope variance channel selection method with (optionally) learnable per mel-band weights. | STRING |
| HIGH | egs2/chime8_task1/diar_asr1/local/gss_micrank.py | 0 | envelope variance channel selection method with (optionally) learnable per mel-band weights. | STRING |
| HIGH | egs2/chime7_task1/asr1/local/gss_micrank.py | 0 | envelope variance channel selection method with (optionally) learnable per mel-band weights. | STRING |
| HIGH | egs2/chime7_task1/diar_asr1/local/gss_micrank.py | 0 | envelope variance channel selection method with (optionally) learnable per mel-band weights. | STRING |
| HIGH | egs2/owsm_v2/s2t1/local/utils.py | 0 | merge a list of utterances to create a long utterance. | STRING |
| HIGH | egs2/owsm_v4/s2t1/local/utils.py | 0 | merge a list of utterances to create a long utterance. | STRING |
| 338 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | pyproject.toml | 21 | COMMENT | |
| LOW | pyproject.toml | 61 | "librosa>=0.10.2", | COMMENT |
| LOW | pyproject.toml | 81 | # images for; tools/installers/install_torch.sh, which exits 1 on anything | COMMENT |
| LOW | pyproject.toml | 141 | "matplotlib", | COMMENT |
| LOW | .coderabbit.yaml | 1 | # yaml-language-server: $schema=https://coderabbit.ai/integrations/schema.v2.json | COMMENT |
| LOW | tools/installers/install_versa.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | tools/installers/download_with_retry.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | tools/installers/install_vidaug.sh | 1 | #!/bin/bash | COMMENT |
| LOW | tools/installers/install_openface.sh | 1 | #!/bin/bash | COMMENT |
| LOW | tools/installers/install_warp-transducer.sh | 41 | cd build && cmake -DWITH_OMP="${with_openmp}" .. && make | COMMENT |
| LOW | tools/installers/install_nltk_data.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | tools/installers/install_k2.sh | 1 | #!/usr/bin/env bash | COMMENT |
| LOW | tools/installers/install_k2.sh | 21 | # there is nothing to install - so this path skips loudly instead of failing the | COMMENT |
| LOW | tools/installers/install_deepxi.sh | 1 | #!/bin/bash | COMMENT |
| LOW | test/espnet3/utils/test_config.py | 21 | load_line, | COMMENT |
| LOW | test/espnet3/utils/test_config.py | 41 | # | test_config_with_self_only | `defaults: [_self_]` merges config with itself | # noqa: E501 | COMMENT |
| LOW | test/espnet3/utils/test_config.py | 601 | COMMENT | |
| LOW | test/espnet3/components/callbacks/test_ema.py | 21 | # | test_ema_state_dict_keys_include_online | include_online_model=True | | COMMENT |
| LOW | test/espnet3/components/callbacks/test_ema.py | 41 | # | test_ema_forward_and_model_accessors | __call__/forward_eval use | | COMMENT |
| LOW | test/espnet3/components/callbacks/test_ema.py | 381 | pl_module = _make_pl_module() | COMMENT |
| LOW | test/espnet3/components/callbacks/test_ema.py | 401 | # | | the copy on first update(). | | COMMENT |
| LOW | test/espnet3/components/callbacks/test_callback.py | 21 | # | Test Name | Description | | COMMENT |
| LOW | test/espnet3/components/modeling/test_model.py | 21 | # |-----------------------------------|--------------------------------------------------------------------------| # noq | COMMENT |
| LOW | test/espnet3/components/trainers/test_trainer.py | 21 | # Test Case Summary for ESPnet3LightningTrainer | COMMENT |
| LOW | test/espnet3/components/data/test_dataloader_builder.py | 21 | # | test_custom_collate_fn | Uses custom collate function and checks batch structure | | COMMENT |
| LOW | test/espnet3/components/data/test_data_organizer.py | 21 | # =============================================================== | COMMENT |
| LOW | test/espnet3/components/data/test_data_organizer.py | 41 | # | test_data_organizer_transform_and_preprocessor | Applies both transform and | | COMMENT |
| LOW | test/espnet3/components/data/test_data_organizer.py | 61 | # | | raises an internal exception | | COMMENT |
| LOW | test/espnet3/components/data/test_collect_stats.py | 21 | COMMENT | |
| LOW | test/espnet2/bin/test_demo_apps.py | 241 | COMMENT | |
| LOW | ci/test_python_espnet2.sh | 21 | # pycodestyle | COMMENT |
| LOW | ci/check_ci_image_config.py | 821 | COMMENT | |
| LOW | ci/no_redistribute.txt | 1 | # Packages that must NOT be baked into the prebuilt CI image, because their | COMMENT |
| LOW | ci/no_redistribute.txt | 21 | # image may carry like any other dependency. Everything around this file stays | COMMENT |
| LOW | ci/test_integration_espnet2.sh | 41 | python3 -m pip install toml | COMMENT |
| LOW | ci/test_integration_espnet2.sh | 81 | } | COMMENT |
| LOW | ci/licence_audited.txt | 1 | # Distributions that ci/report_unlicensed.py flags for carrying no licence | COMMENT |
| LOW | ci/licence_audited.txt | 21 | # MIT, via github.com/42qu/mmseg, whose README carries the MIT grant text. | COMMENT |
| LOW | utils/queue-freegpu.pl | 1 | #!/usr/bin/env perl | COMMENT |
| LOW | utils/queue-freegpu.pl | 21 | # and a set of command line options. | COMMENT |
| LOW | utils/queue-freegpu.pl | 41 | # 5) Default behavior | COMMENT |
| LOW | utils/stdout.pl | 1 | #!/usr/bin/env perl | COMMENT |
| LOW | utils/gdown.pl | 1 | #!/usr/bin/env perl | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/README.md | 1 | # ESPnet3 ASR recipe | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/demo.yaml | 1 | ########################################################## | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/demo.yaml | 21 | # like) is in the packed `conf/inference.yaml`. | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/demo.yaml | 61 | # Globs are supported, e.g. `assets/**/*.png`. | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/demo.yaml | 101 | # Upload target used by `upload_demo`. | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 1 | ########################################################## | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 21 | # If unset, `model` is instantiated directly via Hydra. | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 41 | dataset_dir: /path/to/your/dataset | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 61 | # Each dataset entry supports: | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 81 | # data_src_args: | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 101 | _recursive_: false | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 141 | scheduler_interval: step # `step` or `epoch` | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 161 | # accum_grad_steps: 1 # number of backward passes before optimizer.step() | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 181 | # Note: | COMMENT |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 201 | COMMENT | |
| LOW | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 221 | COMMENT | |
| LOW | egs3/TEMPLATE/esp2_asr/conf/metrics.yaml | 1 | ########################################################## | COMMENT |
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| LOW | docker/run.sh | 91 | # Check if image exists in the system and download if required | COMMENT |
| LOW | test/espnet2/bin/test_tts_batch_inference.py | 96 | # Check if the model supports batch inference | COMMENT |
| LOW | utils/eval_perm_free_error.py | 216 | # Print results | COMMENT |
| LOW | utils/dump.sh | 87 | # Write the filetype, this will be used for data2json.sh | COMMENT |
| LOW | utils/make_fbank.sh | 162 | # Write the filetype, this will be used for data2json.sh | COMMENT |
| LOW | utils/make_stft.sh | 144 | # Write the filetype, this will be used for data2json.sh | COMMENT |
| LOW | utils/eval-source-separation.py | 302 | # Open files in write mode | COMMENT |
| LOW | utils/convert_fbank.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/primewords_chinese/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/primewords_chinese/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/primewords_chinese/asr1/local/data.sh | 6 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/librilight_limited/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/librilight_limited/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/librilight_limited/asr1/local/data.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/misp2021/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/misp2021/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/misp2021/avsr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/misp2021/avsr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/easycom/avsr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/easycom/avsr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/easycom/avsr1/local/data.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/coraal/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/coraal/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/coraal/asr1/local/data.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/whamr/enh1/enh.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/whamr/enh1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/whamr/enh1/local/whamr_data_prep.sh | 26 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/kising/svs1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/kising/svs1/svs.sh | 5 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/conferencingspeech21/enh1/enh.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/conferencingspeech21/enh1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/kn_openslr126/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/kn_openslr126/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/chime8_task1/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/chime8_task1/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/chime8_task1/diar_asr1/run_gss_asr.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/chime8_task1/diar_asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/chime8_task1/diar_asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/mt1/mt.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/mt1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/mt1/local/data.sh | 42 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/asr1/local/data.sh | 42 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/st1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/st1/st.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/covost2/st1/local/data.sh | 42 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/multimed_st/s2t1/s2t.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/ami/asr1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/ami/asr1/asr.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/ami/asr1/local/data.sh | 4 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/namine_ritsu_utagoe_db/svs1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/namine_ritsu_utagoe_db/svs1/svs.sh | 5 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/dump.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/s2t.sh | 3 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/run.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | …owsm_v2/s2t1/local/prepare_multilingual_librispeech.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/local/prepare_tedlium_filtered.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/local/prepare_wenetspeech.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
| LOW | egs2/owsm_v2/s2t1/local/combine.sh | 2 | # Set bash to 'debug' mode, it will exit on : | COMMENT |
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| MEDIUM | tools/installers/install_vidaug.sh | 2 | #============================================================================== | COMMENT |
| MEDIUM | tools/installers/install_vidaug.sh | 11 | #============================================================================== | COMMENT |
| MEDIUM | tools/installers/install_openface.sh | 2 | #============================================================================== | COMMENT |
| MEDIUM | tools/installers/install_openface.sh | 14 | #============================================================================== | COMMENT |
| MEDIUM | tools/installers/install_deepxi.sh | 2 | #============================================================================== | COMMENT |
| MEDIUM | tools/installers/install_deepxi.sh | 12 | #============================================================================== | COMMENT |
| MEDIUM | test/espnet3/demo/test_pack.py | 321 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/demo/test_pack.py | 323 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/parallel/test_inference_runner.py | 173 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/parallel/test_inference_runner.py | 175 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/utils/test_task_utils.py | 18 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/utils/test_task_utils.py | 20 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/utils/test_config.py | 24 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/utils/test_config.py | 26 | # =============================================================== | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_config.py | 602 | # =============================================================== | STRING |
| MEDIUM⚡ | test/espnet3/utils/test_config.py | 604 | # =============================================================== | STRING |
| MEDIUM⚡ | test/espnet3/utils/test_config.py | 812 | # =============================================================== | STRING |
| MEDIUM⚡ | test/espnet3/utils/test_config.py | 814 | # =============================================================== | STRING |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 47 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 49 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 115 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 117 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 234 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 236 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 277 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 279 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 942 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 944 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1009 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1011 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1063 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1065 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1218 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/utils/test_publish.py | 1220 | # --------------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/callbacks/test_ema.py | 84 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/callbacks/test_ema.py | 86 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/callbacks/test_ema.py | 390 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/callbacks/test_ema.py | 392 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 12 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 14 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 242 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 244 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 653 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_ema.py | 655 | # --------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_callback.py | 16 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/callbacks/test_callback.py | 18 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/modeling/test_model.py | 15 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/modeling/test_model.py | 17 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/trainers/test_trainer.py | 20 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/trainers/test_trainer.py | 22 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/data/test_dataloader_builder.py | 27 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/data/test_dataloader_builder.py | 29 | # =============================================================== | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_data_organizer.py | 972 | # ----------------------------------------------------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_data_organizer.py | 974 | # ----------------------------------------------------------------------- | COMMENT |
| MEDIUM | test/espnet3/components/data/test_data_organizer.py | 21 | # =============================================================== | COMMENT |
| MEDIUM | test/espnet3/components/data/test_data_organizer.py | 23 | # =============================================================== | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_collect_stats.py | 231 | # ------------ | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_collect_stats.py | 233 | # ------------ | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_collect_stats.py | 359 | # ---------------------------- | COMMENT |
| MEDIUM⚡ | test/espnet3/components/data/test_collect_stats.py | 361 | # ---------------------------- | COMMENT |
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| LOW | tools/check_install.py | 15 | CODE | |
| LOW | tools/check_install.py | 98 | CODE | |
| LOW | test/ci/test_check_espnet3_parallel_workers.py | 8 | CODE | |
| LOW | test/espnet3/conftest.py | 56 | CODE | |
| LOW | test/espnet3/demo/test_pack.py | 1 | CODE | |
| LOW | test/espnet3/demo/test_app_builder.py | 3 | CODE | |
| LOW | test/espnet3/parallel/test_inference_runner.py | 2 | CODE | |
| LOW | test/espnet3/utils/test_writer_utils.py | 1 | CODE | |
| LOW | test/espnet3/utils/test_logging.py | 1 | CODE | |
| LOW | test/espnet3/utils/test_publish.py | 1 | CODE | |
| LOW | test/espnet3/api/test_inference.py | 7 | CODE | |
| LOW | test/espnet3/api/test_loading.py | 3 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/test_inference.py | 3 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/metrics/test_metrics.py | 26 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/metrics/test_metrics.py | 44 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/metrics/test_metrics.py | 62 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/metrics/test_metrics.py | 115 | CODE | |
| LOW | test/espnet3/systems/esp2_asr/metrics/test_metrics.py | 128 | CODE | |
| LOW | test/espnet3/systems/base/test_inference_runner_api.py | 3 | CODE | |
| LOW | test/espnet3/systems/base/test_backend_inference.py | 3 | CODE | |
| LOW | test/espnet2/layers/test_houlsby_adapter_layer.py | 5 | CODE | |
| LOW | test/espnet2/layers/test_houlsby_adapter_layer.py | 6 | CODE | |
| LOW | test/espnet2/bin/test_macos_mps_model.py | 4 | CODE | |
| LOW | test/espnet2/bin/test_macos_mps_model.py | 4 | CODE | |
| LOW | …net2/gan_tts/parallel_wavegan/test_parallel_wavegan.py | 130 | CODE | |
| LOW | …net2/gan_tts/parallel_wavegan/test_parallel_wavegan.py | 143 | CODE | |
| LOW | test/espnet2/gan_tts/hifigan/test_hifigan.py | 178 | CODE | |
| LOW | test/espnet2/gan_tts/hifigan/test_hifigan.py | 190 | CODE | |
| LOW | test/espnet2/gan_tts/style_melgan/test_style_melgan.py | 117 | CODE | |
| LOW | test/espnet2/gan_tts/style_melgan/test_style_melgan.py | 129 | CODE | |
| LOW | test/espnet2/gan_tts/melgan/test_melgan.py | 127 | CODE | |
| LOW | test/espnet2/gan_tts/melgan/test_melgan.py | 139 | CODE | |
| LOW | test/espnet2/asr/test_ctc.py | 44 | CODE | |
| LOW | test/espnet2/gan_codec/test_dac.py | 6 | CODE | |
| LOW | test/espnet2/gan_codec/test_soundstream.py | 6 | CODE | |
| LOW | test/espnet2/gan_codec/test_funcodec.py | 6 | CODE | |
| LOW | test/espnet2/gan_codec/test_encodec.py | 6 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger_plus.py | 8 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger_plus.py | 237 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger_plus.py | 429 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger.py | 8 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger.py | 892 | CODE | |
| LOW | test/espnet2/gan_svs/visinger/test_visinger.py | 1081 | CODE | |
| LOW | test/espnet2/speechlm/model/conftest.py | 22 | CODE | |
| LOW | test/espnet2/speechlm/trainer/conftest.py | 124 | CODE | |
| LOW | test/espnet2/speechlm/trainer/conftest.py | 125 | CODE | |
| LOW | test_utils/patch_demo_config.py | 7 | CODE | |
| LOW | …_utils/egs3/integration_test/esp2_asr/src/app_image.py | 3 | CODE | |
| LOW | …ion/demo_test_model_pack_default/demo_test_provider.py | 1 | CODE | |
| LOW | …tion/demo_test_model_pack_custom/demo_test_provider.py | 1 | CODE | |
| LOW | ci/test_import_all.py | 8 | CODE | |
| LOW | ci/test_import_all.py | 14 | CODE | |
| LOW | ci/check_espnet3_parallel_workers.py | 35 | CODE | |
| LOW | ci/test_integration_espnet3_publication_check.py | 9 | CODE | |
| LOW | ci/test_demo_ui.py | 1 | CODE | |
| LOW | egs3/TEMPLATE/esp2_asr/run.py | 4 | CODE | |
| LOW | egs3/TEMPLATE/esp2_asr/run.py | 7 | CODE | |
| LOW | egs3/TEMPLATE/esp2_asr/src/app.py | 3 | CODE | |
| LOW | egs3/spgispeech/esp2_asr/dataset/__init__.py | 3 | CODE | |
| LOW | egs3/spgispeech/esp2_asr/dataset/__init__.py | 4 | CODE | |
| 745 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | espnet/__init__.py | 137 | Load a published ESPnet model and return its inference object. The model is downloaded from https://huggingface.co/ | STRING |
| HIGH | egs3/spgispeech/esp2_asr/dataset/dataset.py | 134 | Torch dataset that reads SPGISpeech from the raw corpus directly. Args: split: One of the supported split n | STRING |
| HIGH | egs3/mini_an4/esp2_asr/dataset/builder.py | 62 | Check whether raw AN4 source files are already available. Args: recipe_dir: Recipe root directory. | STRING |
| HIGH | egs3/mini_an4/esp2_asr/dataset/builder.py | 90 | Prepare raw AN4 source data under ``dataset_path``. Args: recipe_dir: Recipe root directory. | STRING |
| HIGH | egs3/mini_an4/esp2_asr/dataset/builder.py | 130 | Check whether task-ready manifest files are already built. Args: recipe_dir: Recipe root directory. | STRING |
| HIGH | egs3/mini_an4/esp2_asr/dataset/builder.py | 157 | Build train/valid/test manifests and converted WAV files. Args: recipe_dir: Recipe root directory. | STRING |
| HIGH | egs3/librispeech_100/esp2_asr/dataset/dataset.py | 76 | Torch dataset that reads LibriSpeech from the original directory layout. Args: split: LibriSpeech split dir | STRING |
| HIGH | egs3/librispeech_100/esp2_asr/src/tokenizer.py | 27 | Collect transcript text for tokenizer training. Args: recipe_dir: Recipe root used to resolve the local dow | STRING |
| HIGH | egs2/spoken_chatbot_arena/sds1/app.py | 176 | Handles the evaluation of a selected metric based on user input and provided outputs. This function evalua | STRING |
| HIGH | egs2/spoken_chatbot_arena/sds1/app.py | 278 | Handles the evaluation of a selected metric based on user input and provided outputs. This function evalua | STRING |
| HIGH | egs2/spoken_chatbot_arena/sds1/app.py | 436 | Processes and transcribes an audio stream in real-time. This function handles the transcription of audio input | STRING |
| HIGH | egs2/TEMPLATE/sds1/app.py | 176 | Handles the evaluation of a selected metric based on user input and provided outputs. This function evalua | STRING |
| HIGH | egs2/TEMPLATE/sds1/app.py | 278 | Handles the evaluation of a selected metric based on user input and provided outputs. This function evalua | STRING |
| HIGH | egs2/TEMPLATE/sds1/app.py | 436 | Processes and transcribes an audio stream in real-time. This function handles the transcription of audio input | STRING |
| HIGH | …sr1/pyscripts/utils/dialog_eval/TTS_intelligibility.py | 16 | Compute and return Word Error Rate (WER) and Character Error Rate (CER) metrics for multiple ASR systems (ESPne | STRING |
| HIGH | …asr1/pyscripts/utils/dialog_eval/TTS_speech_quality.py | 14 | Compute and return speech quality metrics for the given synthesized audio output using the Versa library. | STRING |
| HIGH | …MPLATE/asr1/pyscripts/utils/dialog_eval/LLM_Metrics.py | 22 | Compute the perplexity of the given text using a specified model from the `evaluate` library (default: GPT-2). | STRING |
| HIGH | …2/TEMPLATE/asr1/pyscripts/utils/dialog_eval/ASR_WER.py | 16 | Compute and return Word Error Rate (WER) and Character Error Rate (CER) metrics for multiple judge ASR systems | STRING |
| HIGH | espnet3/parallel/base_runner.py | 96 | Compute items for the given index or batch (to be implemented by subclasses). Keep this as a ``@staticmethod`` | STRING |
| HIGH | espnet3/parallel/parallel.py | 229 | Wrap a user-defined function for a WorkerPlugin. This wrapper inspects the function's signature and automatically | STRING |
| HIGH | espnet3/publication/demo/session.py | 59 | A packed demo, loaded: its config, its model and the UI specs. Recipe-local ``app.py`` files build any Gradio layou | STRING |
| HIGH | espnet3/publication/demo/session.py | 159 | Return the function the Run button calls. It takes the input components' values positionally, in the order | STRING |
| HIGH | espnet3/publication/demo/session.py | 215 | Load a packed demo into a runtime session. Args: demo_dir: Packed demo directory. demo_config_path: | STRING |
| HIGH | espnet3/publication/demo/packing.py | 28 | Package a demo into a self-contained directory ready for upload. Reads ``system.demo_config`` and produces a direct | STRING |
| HIGH | espnet3/publication/demo/packing.py | 98 | Upload a packed demo directory to a Hugging Face Space. Expects the demo to have been packed already via :func:`pac | STRING |
| HIGH | espnet3/publication/demo/assets.py | 49 | Build one input component for a demo spec. Args: spec: One resolved entry from ``demo_config.ui.inp | STRING |
| HIGH | espnet3/publication/demo/assets.py | 65 | Build one output component for a demo spec. Args: spec: One resolved entry from ``demo_config.ui.ou | STRING |
| HIGH | espnet3/publication/demo/assets.py | 165 | Return one registered asset. Args: name: Asset type name from demo config. Returns: | STRING |
| HIGH | espnet3/utils/publication_utils.py | 589 | Pack model artifacts for publishing. Args: training_config: Training configuration with ``recipe_dir`` and | STRING |
| HIGH | espnet3/utils/publication_utils.py | 739 | Upload packed model artifacts to a Hugging Face model repo. Args: system: ESPnet3 system instance with ``pu | STRING |
| HIGH | espnet3/utils/scp_utils.py | 9 | Return an utterance id as the string an SCP line and a file name take. An SCP line is ``<id> <value>``, so the id m | STRING |
| HIGH | espnet3/utils/scp_utils.py | 68 | Resolve metric input aliases to SCP file paths. This function does not read SCP contents. It only validates that th | STRING |
| HIGH | espnet3/utils/stages_utils.py | 76 | Parse CLI arguments and expand the requested stage selection. This helper is a thin wrapper around ``ArgumentParser | STRING |
| HIGH | espnet3/utils/run_utils.py | 29 | Return whether a config value should be treated as absent. This helper normalizes the common "missing" checks used | STRING |
| HIGH | espnet3/utils/run_utils.py | 53 | Return whether a config can resolve experiment output paths on its own. Standalone inference or metrics configs are | STRING |
| HIGH | espnet3/utils/run_utils.py | 94 | Copy selected runner context keys from one config into another. The runner uses this helper to keep runtime configs | STRING |
| HIGH | espnet3/utils/run_utils.py | 228 | Apply runner context propagation across stage configs. Runner entry points call this after loading configs and befo | STRING |
| HIGH | espnet3/utils/run_utils.py | 422 | Validate that runtime configs have enough experiment identity. This helper enforces the two supported runner modes: | STRING |
| HIGH | espnet3/utils/run_utils.py | 525 | Resolve a set of already-loaded configs in place. Runner entry points use `load_and_merge_config(..., resolve=False | STRING |
| HIGH | espnet3/utils/config_utils.py | 46 | Return the current config stem for `${self_name:}` interpolation. This resolver supports config values such as `exp | STRING |
| HIGH | espnet3/utils/config_utils.py | 85 | Return an absolute path rewritten by ``_normalize_relative_resolver_paths``. Used as ``${config_path:../src/file.md | STRING |
| HIGH | espnet3/utils/config_utils.py | 113 | Passthrough for ``${set_corpus_and_system:}`` after load-time rewriting. This resolver is used as ``${set_corpus_an | STRING |
| HIGH | espnet3/utils/logging_utils.py | 62 | Write per-stage metadata into the active stage log. This helper records the invocation context that is useful when | STRING |
| HIGH | espnet3/utils/logging_utils.py | 691 | Return a compact, fully-qualified name for objects or classes. Description: Produces a stable, human-readab | STRING |
| HIGH | espnet3/utils/logging_utils.py | 735 | Return a fully-qualified name for callables when possible. Description: Uses module + qualname for callable | STRING |
| HIGH | espnet3/utils/logging_utils.py | 880 | Log a component instance with class info, repr, and attributes. Description: Emits a structured log block f | STRING |
| HIGH | espnet3/utils/logging_utils.py | 953 | Log a dictionary of instances with a common kind label. Description: Iterates over the provided mapping and | STRING |
| HIGH | espnet3/components/metrics/base_metric.py | 73 | Yield rows from one or more SCP inputs with shared utterance IDs. This helper reads one or more SCP files in lo | STRING |
| HIGH | espnet3/components/callbacks/default_callbacks.py | 25 | Convert one logged scalar metric value to ``float``. Tensor values are detached first. Only scalar values are suppo | STRING |
| HIGH | espnet3/components/callbacks/default_callbacks.py | 73 | A custom callback for weight averaging over the top-K checkpoints. This can be useful to smooth out fluctuations in | STRING |
| HIGH | espnet3/components/callbacks/default_callbacks.py | 204 | Log compact train and validation metric summaries. This callback owns the human-readable metric logging for the def | STRING |
| HIGH | espnet3/components/modeling/lightning_module.py | 29 | Build a static model summary for logs or publication metadata. Args: model: PyTorch model instance to summa | STRING |
| HIGH | espnet3/components/modeling/lightning_module.py | 800 | Log model/optimizer/scheduler details for training runs. Description: Emits a compact summary of th | STRING |
| HIGH | espnet3/components/data/epoch_sync_iterator.py | 75 | Return the number of batches in one pass over the source. In distributed runs this is an upper bound: the epoch | STRING |
| HIGH | espnet3/components/data/dataset_builder.py | 9 | Interface for recipe-local dataset preparation helpers. This abstract class defines the contract used by the `` | STRING |
| HIGH | espnet3/components/data/dataset_builder.py | 57 | Check whether the raw source artifacts are already available. This method should answer only whether the source | STRING |
| HIGH | espnet3/components/data/dataset_builder.py | 97 | Materialize the raw source artifacts needed by the dataset. Implementations typically download archives, copy d | STRING |
| HIGH | espnet3/components/data/dataset_builder.py | 129 | Check whether task-ready dataset artifacts already exist. This method should report readiness of the outputs co | STRING |
| HIGH | espnet3/components/data/dataset_builder.py | 167 | Build task-ready artifacts from the prepared source artifacts. This method transforms the prepared source tree | STRING |
| HIGH | espnet3/components/data/dataset.py | 372 | Return a sharded version of the combined dataset. This is used when handling large datasets that are split into | STRING |
| 86 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/check_install.py | 62 | CODE | |
| LOW | test/espnet3/parallel/test_inference_runner.py | 145 | CODE | |
| LOW | test/espnet2/enh/separator/test_beamformer.py | 78 | CODE | |
| LOW | test/espnet2/bin/test_from_pretrained_routing.py | 19 | CODE | |
| LOW | test/espnet2/legacy/test_batch_beam_search_memory.py | 25 | CODE | |
| LOW | test/espnet2/legacy/test_batch_beam_search_memory.py | 126 | CODE | |
| LOW | test/espnet2/legacy/test_batch_beam_search_batched.py | 341 | CODE | |
| LOW | test/espnet2/legacy/test_subsampling.py | 113 | CODE | |
| LOW | test/espnet2/legacy/test_nets_utils.py | 61 | CODE | |
| LOW | test/espnet2/train/test_dataset.py | 11 | CODE | |
| LOW | test/espnet2/train/test_iterable_dataset.py | 11 | CODE | |
| LOW | …st/espnet2/gan_svs/visinger/test_visinger_generator.py | 96 | CODE | |
| LOW | …st/espnet2/gan_svs/visinger/test_visinger_generator.py | 274 | CODE | |
| LOW | test/espnet2/text/test_phoneme_tokenizer.py | 81 | CODE | |
| LOW | …/espnet2/iterators/test_category_chunk_iter_factory.py | 22 | CODE | |
| LOW | test/espnet2/iterators/test_chunk_iter_factory.py | 22 | CODE | |
| LOW | test/espnet2/iterators/test_chunk_iter_factory.py | 99 | CODE | |
| LOW | …_utils/egs3/integration_test/esp2_asr/src/app_image.py | 17 | CODE | |
| LOW | test_utils/speechlm/prepare_bagpiper_smoke.py | 20 | CODE | |
| LOW | ci/check_demo_links.py | 181 | CODE | |
| LOW | ci/check_demo_links.py | 332 | CODE | |
| LOW | ci/check_demo_links.py | 450 | CODE | |
| LOW | ci/check_ci_image_config.py | 599 | CODE | |
| LOW | ci/check_ci_image_config.py | 678 | CODE | |
| LOW | ci/check_ci_image_config.py | 741 | CODE | |
| LOW | ci/check_ci_image_config.py | 911 | CODE | |
| LOW | ci/check_ci_image_config.py | 1025 | CODE | |
| LOW | ci/check_ci_image_config.py | 1143 | CODE | |
| LOW | ci/check_ci_image_config.py | 1334 | CODE | |
| LOW | ci/check_ci_image_config.py | 1402 | CODE | |
| LOW | ci/check_ci_image_config.py | 1432 | CODE | |
| LOW | ci/check_espnet3_parallel_workers.py | 138 | CODE | |
| LOW | ci/image_variants.py | 65 | CODE | |
| LOW | ci/test_demo_ui.py | 39 | CODE | |
| LOW | ci/test_demo_ui.py | 116 | CODE | |
| LOW | ci/check_front_ends.py | 102 | CODE | |
| LOW | utils/eval_perm_free_error.py | 89 | CODE | |
| LOW | utils/calculate_rtf.py | 63 | CODE | |
| LOW | utils/json2sctm.py | 30 | CODE | |
| LOW | utils/text2token.py | 68 | CODE | |
| LOW | utils/eval-source-separation.py | 75 | CODE | |
| LOW | utils/eval-source-separation.py | 244 | CODE | |
| LOW | utils/trn2ctm.py | 24 | CODE | |
| LOW | utils/average_checkpoints.py | 13 | CODE | |
| LOW | utils/change_yaml.py | 35 | CODE | |
| LOW | egs3/spgispeech/esp2_asr/dataset/builder.py | 308 | CODE | |
| LOW | egs3/spgispeech/esp2_asr/dataset/builder.py | 356 | CODE | |
| LOW | egs3/mini_an4/esp2_asr/dataset/builder.py | 156 | CODE | |
| LOW | egs3/librispeech_100/esp2_asr/dataset/dataset.py | 38 | CODE | |
| LOW | egs2/misp2021/asr1/local/prepare_far_data.py | 358 | CODE | |
| LOW | egs2/misp2021/asr1/local/prepare_far_data.py | 92 | CODE | |
| LOW | egs2/misp2021/asr1/local/run_wpe.py | 14 | CODE | |
| LOW | egs2/misp2021/avsr1/local/prepare_far_data.py | 358 | CODE | |
| LOW | egs2/misp2021/avsr1/local/prepare_far_data.py | 92 | CODE | |
| LOW | egs2/misp2021/avsr1/local/prepare_far_video_roi.py | 55 | CODE | |
| LOW | egs2/misp2021/avsr1/local/prepare_far_video_roi.py | 247 | CODE | |
| LOW | egs2/misp2021/avsr1/local/run_wpe.py | 14 | CODE | |
| LOW | egs2/easycom/avsr1/local/extract_av_feature.py | 95 | CODE | |
| LOW | egs2/easycom/avsr1/local/scp_gen.py | 6 | CODE | |
| LOW | egs2/easycom/avsr1/local/preprocessing.py | 26 | CODE | |
| 577 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | egs3/mini_an4/esp2_asr/src/preprocessor.py | 14 | CODE | |
| LOW | egs2/chime8_task1/diar_asr1/local/pyannote_finetune.py | 22 | CODE | |
| LOW | …clotho_v2/asr1/local/data_prep_clotho_chatgpt_mixup.py | 23 | CODE | |
| LOW | egs2/owsm_v4/s2t1/local/lid.py | 70 | CODE | |
| LOW | …/lipreading1/local/feature_extract/video_processing.py | 159 | CODE | |
| LOW | …lipreading1/local/feature_extract/models/pretrained.py | 42 | CODE | |
| LOW | …ps/libs/nnet3/train/frame_level_objf/acoustic_model.py | 21 | CODE | |
| LOW | …1/steps/libs/nnet3/train/frame_level_objf/raw_model.py | 20 | CODE | |
| LOW | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 174 | CODE | |
| LOW | …r1/steps/libs/nnet3/train/chain_objf/acoustic_model.py | 65 | CODE | |
| LOW | egs2/chime7_task1/diar_asr1/local/pyannote_finetune.py | 22 | CODE | |
| LOW | egs2/catslu/asr1/local/data_prep.py | 34 | CODE | |
| LOW | espnet3/components/callbacks/vendored_ema.py | 111 | CODE | |
| LOW | espnet3/systems/f5tts/cfm.py | 63 | CODE | |
| LOW | espnet3/systems/f5tts/cfm.py | 112 | CODE | |
| LOW | espnet3/systems/f5tts/f5tts.py | 33 | CODE | |
| LOW | espnet3/systems/f5tts/inference.py | 152 | CODE | |
| LOW | espnet3/systems/f5tts/modules.py | 62 | CODE | |
| LOW | espnet3/systems/f5tts/dit.py | 233 | CODE | |
| LOW | espnet3/systems/f5tts/dit.py | 456 | CODE | |
| LOW | espnet2/uasr/espnet_model.py | 35 | CODE | |
| LOW | espnet2/uasr/generator/conv_generator.py | 41 | CODE | |
| LOW | espnet2/uasr/discriminator/conv_discriminator.py | 29 | CODE | |
| LOW | espnet2/spk/layers/resnet_block.py | 37 | CODE | |
| LOW | espnet2/spk/layers/resnet_block.py | 75 | CODE | |
| LOW | espnet2/spk/layers/rawnet_block.py | 113 | CODE | |
| LOW | espnet2/spk/encoder/resnet_encoder.py | 92 | CODE | |
| LOW | espnet2/spk/encoder/ska_tdnn_encoder.py | 152 | CODE | |
| LOW | espnet2/spk/encoder/ska_tdnn_encoder.py | 196 | CODE | |
| LOW | espnet2/spk/encoder/ska_tdnn_encoder.py | 269 | CODE | |
| LOW | espnet2/spk/encoder/conformer_encoder.py | 80 | CODE | |
| LOW | espnet2/diar/decoder/linear_decoder.py | 28 | CODE | |
| LOW | espnet2/enh/espnet_model.py | 32 | CODE | |
| LOW | espnet2/enh/layers/uses.py | 51 | CODE | |
| LOW | espnet2/enh/layers/uses.py | 188 | CODE | |
| LOW | espnet2/enh/layers/uses.py | 407 | CODE | |
| LOW | espnet2/enh/layers/dptnet.py | 173 | CODE | |
| LOW | espnet2/enh/layers/dnn_beamformer.py | 59 | CODE | |
| LOW | espnet2/enh/layers/tcn.py | 162 | CODE | |
| LOW | espnet2/enh/layers/dnn_wpe.py | 13 | CODE | |
| LOW | espnet2/enh/layers/dc_crn.py | 100 | CODE | |
| LOW | espnet2/enh/layers/dc_crn.py | 208 | CODE | |
| LOW | espnet2/enh/layers/dc_crn.py | 313 | CODE | |
| LOW | espnet2/enh/layers/dc_crn.py | 507 | CODE | |
| LOW | espnet2/enh/layers/uses2_comp.py | 73 | CODE | |
| LOW | espnet2/enh/layers/uses2_comp.py | 223 | CODE | |
| LOW | espnet2/enh/layers/complexnn.py | 167 | CODE | |
| LOW | espnet2/enh/layers/complexnn.py | 253 | CODE | |
| LOW | espnet2/enh/layers/bsrnn.py | 16 | CODE | |
| LOW | espnet2/enh/layers/bsrnn.py | 141 | CODE | |
| LOW | espnet2/enh/layers/dcunet.py | 329 | CODE | |
| LOW | espnet2/enh/layers/dcunet.py | 468 | CODE | |
| LOW | espnet2/enh/layers/dprnn.py | 170 | CODE | |
| LOW | espnet2/enh/layers/dprnn.py | 339 | CODE | |
| LOW | espnet2/enh/layers/tcndenseunet.py | 62 | CODE | |
| LOW | espnet2/enh/layers/tcndenseunet.py | 234 | CODE | |
| LOW | espnet2/enh/layers/tcndenseunet.py | 454 | CODE | |
| LOW | espnet2/enh/layers/uses2_swin.py | 55 | CODE | |
| LOW | espnet2/enh/layers/uses2_swin.py | 153 | CODE | |
| LOW | espnet2/enh/layers/uses2_swin.py | 344 | CODE | |
| 349 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | tools/test_soundfile.py | 44 | except Exception: | CODE |
| LOW | test/espnet3/conftest.py | 57 | except Exception: | CODE |
| LOW | test/espnet2/bin/test_lid_inference.py | 85 | except Exception as e: | CODE |
| LOW | test/espnet2/bin/test_tts_inference.py | 62 | except Exception: | CODE |
| LOW⚡ | test/espnet2/bin/test_whisper_export_vocabulary.py | 21 | except Exception as e: | CODE |
| LOW⚡ | test/espnet2/bin/test_whisper_export_vocabulary.py | 28 | except Exception as e: | CODE |
| LOW⚡ | test/espnet2/bin/test_whisper_export_vocabulary.py | 35 | except Exception as e: | CODE |
| LOW⚡ | test/espnet2/bin/test_whisper_export_vocabulary.py | 96 | except Exception as e: | CODE |
| MEDIUM | test/espnet2/bin/test_whisper_export_vocabulary.py | 18 | def test_export_vocabulary_to_stdout(): | CODE |
| MEDIUM | test/espnet2/bin/test_whisper_export_vocabulary.py | 25 | def test_export_multilinugal_vocabulary_to_stdout(): | CODE |
| MEDIUM | test/espnet2/bin/test_whisper_export_vocabulary.py | 32 | def test_export_multilingual_vocabulary_to_stdout(): | CODE |
| MEDIUM | test/espnet2/bin/test_whisper_export_vocabulary.py | 93 | def test_export_vocabulary_to_stdout_sot(): | CODE |
| LOW | test/espnet2/speechlm/model/conftest.py | 27 | except Exception: | CODE |
| MEDIUM | test/espnet2/speechlm/model/conftest.py | 20 | def _liger_fused_ce_importable(): | CODE |
| LOW | test/espnet2/speechlm/trainer/conftest.py | 126 | except Exception: | CODE |
| LOW | test/espnet2/speechlm/trainer/conftest.py | 153 | except Exception: | CODE |
| LOW | test_utils/test_spk_embed_parallel.sh | 165 | except Exception: | CODE |
| LOW | ci/check_demo_links.py | 846 | except Exception: | CODE |
| LOW | ci/test_import_all.py | 9 | except Exception: | CODE |
| LOW | ci/test_import_all.py | 15 | except Exception: | CODE |
| LOW | ci/test_import_all.py | 46 | except Exception as e: | CODE |
| MEDIUM | ci/test_import_all.py | 52 | print(f"Error: Failed to import {len(failed_imports)} modules") | CODE |
| LOW | ci/test_integration_espnet3_publication_check.py | 54 | except Exception: | CODE |
| LOW | ci/check_inference_imports.py | 82 | except Exception: | CODE |
| MEDIUM | ci/check_inference_imports.py | 86 | print(f"Error: {len(failed)} inference modules do not import with {what}") | CODE |
| LOW | egs3/spgispeech/esp2_asr/dataset/builder.py | 394 | except Exception as exc: | CODE |
| LOW | egs2/coraal/asr1/local/text_normalization.py | 69 | except Exception: | CODE |
| LOW | egs2/multimed_st/s2t1/local/prepare_multimed_st.py | 146 | except Exception as e: | CODE |
| LOW | …owsm_v2/s2t1/local/prepare_multilingual_librispeech.py | 29 | except Exception as e: | CODE |
| LOW | …clotho_v2/asr1/local/data_prep_clotho_chatgpt_mixup.py | 177 | except Exception as e: | CODE |
| LOW | egs2/clotho_v2/asr1/local/evaluation.py | 36 | except Exception as exc: | CODE |
| LOW | egs2/dns_icassp22/enh1/local/noisyspeech_synthesizer.py | 270 | except Exception as e: | CODE |
| LOW | egs2/owsm_v4/s2t1/local/ctc_seg.py | 274 | except Exception as e: | CODE |
| LOW | egs2/owsm_v4/s2t1/local/lid.py | 166 | except Exception as e: | CODE |
| MEDIUM | egs2/owsm_v4/s2t1/local/lid.py | 167 | print(f"Error: {e}") | CODE |
| LOW | egs2/owsm_v3/s2t1/local/prepare_fleurs.py | 21 | except Exception: | CODE |
| LOW | egs2/voxlingua107/lid1/local/score.py | 33 | except Exception as e: | CODE |
| LOW | egs2/voxlingua107/lid1/local/score.py | 65 | except Exception as e: | CODE |
| LOW | egs2/fleurs/asr1/local/score_lang_id.py | 44 | except Exception: | CODE |
| LOW | egs2/fleurs/asr1/local/create_dataset.py | 8 | except Exception: | CODE |
| MEDIUM | egs2/fleurs/asr1/local/create_dataset.py | 10 | print("Error importing datasets library") | CODE |
| LOW | egs2/kinyarwanda_tts/tts1/local/data_prep.py | 52 | except Exception as e: | CODE |
| MEDIUM | egs2/kinyarwanda_tts/tts1/local/data_prep.py | 54 | print(f"Error {i}: {e}. Type: {type(audio_data)}") | CODE |
| LOW | …/lipreading1/local/feature_extract/video_processing.py | 148 | except Exception: | CODE |
| MEDIUM | egs2/edacc/asr1/local/truncate_test.py | 37 | print("Error: Kaldi files not found in the specified directory.") | CODE |
| LOW⚡ | egs2/spoken_chatbot_arena/sds1/app.py | 370 | except Exception: | CODE |
| LOW⚡ | egs2/spoken_chatbot_arena/sds1/app.py | 380 | except Exception: | CODE |
| LOW⚡ | egs2/spoken_chatbot_arena/sds1/app.py | 390 | except Exception: | CODE |
| LOW | egs2/libritts_r/rst1/local/prepare_rir_pool.py | 89 | except Exception as err: # infeasible geometry; redraw and retry | CODE |
| LOW | egs2/libritts_r/rst1/local/prepare_rir_pool.py | 160 | except Exception as e: | CODE |
| LOW⚡ | egs2/libritts_r/rst1/local/score.py | 200 | except Exception as e: | CODE |
| LOW | egs2/microsoft_speech/asr1/local/process.py | 77 | except Exception as e: | CODE |
| LOW | egs2/microsoft_speech/asr1/local/process.py | 105 | except Exception as e: | CODE |
| LOW | egs2/totonac/asr1/local/data_prep.py | 68 | except Exception: | CODE |
| MEDIUM | egs2/totonac/asr1/local/data_prep.py | 65 | def ELANProcess(afile, spk_info): | CODE |
| LOW⚡ | egs2/TEMPLATE/sds1/app.py | 370 | except Exception: | CODE |
| LOW⚡ | egs2/TEMPLATE/sds1/app.py | 380 | except Exception: | CODE |
| LOW⚡ | egs2/TEMPLATE/sds1/app.py | 390 | except Exception: | CODE |
| LOW | egs2/TEMPLATE/lid1/local/score.py | 33 | except Exception as e: | CODE |
| LOW | egs2/TEMPLATE/lid1/local/score.py | 65 | except Exception as e: | CODE |
| 194 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | tools/extra_path.sh | 3 | # This file is a configuration fle for the commond setting | COMMENT |
| MEDIUM | tools/extra_path.sh | 5 | # This file is mainly sourced in egs2/*/*/path.sh. e.g. egs2/mini_an4/asr1/path.sh | COMMENT |
| MEDIUM | test/espnet3/components/data/test_collect_stats.py | 71 | # Create a simple pattern to let us verify sums deterministically | COMMENT |
| MEDIUM | test/espnet2/fileio/test_datadir_writer.py | 27 | # Create a directory, but set mismatched ids | COMMENT |
| MEDIUM⚡ | test/espnet2/speechlm/trainer/test_deepspeed_trainer.py | 166 | # Create a fake checkpoint dir | COMMENT |
| MEDIUM | test/espnet2/speechlm/trainer/test_deepspeed_trainer.py | 188 | # Create a checkpoint file | COMMENT |
| MEDIUM⚡ | test/espnet2/speechlm/dataloader/test_audio_loader.py | 112 | # Create a fake recordings.jsonl.gz so the path check passes | COMMENT |
| MEDIUM | test/espnet2/speechlm/dataloader/test_dataset.py | 219 | # Create a dataset JSON and a registry YAML pointing to it | COMMENT |
| MEDIUM | egs2/chime8_task1/asr1/run.sh | 282 | # Creating the parent directory | COMMENT |
| MEDIUM | egs2/chime8_task1/diar_asr1/run_gss_asr.sh | 282 | # Creating the parent directory | COMMENT |
| MEDIUM | egs2/voxtlm_v1/lm1/local/librilight/cut_by_vad.py | 2 | # This file is from Libri-Light repo: https://github.com/facebookresearch/ | COMMENT |
| MEDIUM | egs2/myst/asr1/local/prepare_data.py | 29 | # Create the partition directory in the Kaldi structure | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/utils/create_split_dir.pl | 65 | # Create the destination directory and make the link. | COMMENT |
| MEDIUM | …s2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/attention.py | 15 | # This class is for parsing lines like | COMMENT |
| MEDIUM | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/convolution.py | 17 | # This class is for lines like the following: | COMMENT |
| MEDIUM | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/convolution.py | 329 | # This class is for lines like the following: | COMMENT |
| MEDIUM | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/convolution.py | 710 | # This class is for lines like the following: | COMMENT |
| MEDIUM | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/stats_layer.py | 14 | """This class is for parsing lines like | STRING |
| MEDIUM | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 315 | """This class is for lines like | STRING |
| MEDIUM | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 447 | """This class is for lines like | STRING |
| MEDIUM | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 673 | """This class is for parsing lines like | STRING |
| MEDIUM | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 1278 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 18 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 75 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 137 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 190 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 261 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 340 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 436 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 515 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 589 | """This class is for parsing lines like | STRING |
| MEDIUM | …MPLATE/asr1/steps/libs/nnet3/xconfig/trivial_layers.py | 664 | """This class is for parsing lines like | STRING |
| MEDIUM | …LATE/asr1/steps/libs/nnet3/xconfig/composite_layers.py | 13 | # This class is intended to implement an extension of the factorized TDNN | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 16 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 259 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 567 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 757 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 955 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 194 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 201 | configs.append("# Defining the components for other cell computations") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 473 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 483 | configs.append("# Defining the components for other cell computations") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 16 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 172 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 374 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 609 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 808 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1044 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1200 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1410 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1656 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1869 | # This class is for lines like | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 132 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 137 | configs.append("# Defining the components for other cell computations") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 330 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 335 | configs.append("# Defining the components for other cell computations") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 551 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 556 | configs.append("# Defining the components for other cell computations") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 765 | configs.append("# Defining the non-linearities") | CODE |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 770 | configs.append("# Defining the components for other cell computations") | CODE |
| 50 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | test/espnet3/conftest.py | 70 | except FileNotFoundError: | CODE |
| HIGH | test/espnet2/bin/test_tts_inference.py | 62 | except Exception: | CODE |
| HIGH | test/espnet2/text/test_phoneme_tokenizer.py | 18 | except ImportError: | CODE |
| HIGH | test/espnet2/text/test_phoneme_tokenizer.py | 33 | except ImportError: | CODE |
| HIGH | test/espnet2/text/test_phoneme_tokenizer.py | 40 | except ImportError: | CODE |
| HIGH | test/espnet2/text/test_phoneme_tokenizer.py | 59 | except ImportError: | CODE |
| HIGH | test/espnet2/text/test_phoneme_tokenizer.py | 66 | except ImportError: | CODE |
| HIGH | ci/check_demo_links.py | 160 | except ValueError: | CODE |
| HIGH | ci/test_integration_espnet3_publication_check.py | 54 | except Exception: | CODE |
| HIGH | ci/test_demo_ui.py | 57 | except URLError: | CODE |
| HIGH | egs2/jtubespeech/tts1/local/prune.py | 48 | except KeyError: | CODE |
| HIGH | …ATE/asr1/pyscripts/utils/extract_spk_embed_parallel.py | 353 | except StopIteration: | CODE |
| HIGH | egs2/TEMPLATE/asr1/steps/libs/nnet3/train/common.py | 357 | except ValueError: | CODE |
| HIGH | egs2/TEMPLATE/asr1/steps/libs/nnet3/train/common.py | 389 | except ValueError: | CODE |
| HIGH | egs2/TEMPLATE/asr1/steps/libs/nnet3/train/common.py | 407 | except: | CODE |
| HIGH | egs2/voxforge/lid1/local/convert2audio.py | 49 | except Exception: | CODE |
| HIGH | egs2/cmu_kids/asr1/local/sph2wav.py | 50 | except (ValueError, KeyError, TypeError) as err: | CODE |
| HIGH | espnet3/publication/demo/packing.py | 270 | except ValueError: | CODE |
| HIGH | espnet3/utils/stages_utils.py | 37 | except Exception: | CODE |
| HIGH | espnet3/utils/logging_utils.py | 728 | except Exception: | CODE |
| HIGH | espnet3/api/inference/loading.py | 686 | except (AttributeError, TypeError): | CODE |
| HIGH | espnet2/tasks/abs_task.py | 139 | except ImportError: | CODE |
| HIGH | espnet2/tasks/abs_task.py | 151 | except ImportError: | CODE |
| HIGH | espnet2/bin/launch.py | 359 | except subprocess.TimeoutExpired: | CODE |
| HIGH | espnet2/bin/live.py | 148 | except queue.Full: | CODE |
| HIGH | espnet2/bin/live.py | 152 | except queue.Empty: # pragma: no cover - the consumer got there first | CODE |
| HIGH | espnet2/bin/live.py | 162 | except queue.Full: # pragma: no cover - room was just made | CODE |
| HIGH | espnet2/rst/decoder/dac_vocoder.py | 156 | except ValueError: | CODE |
| HIGH | espnet2/legacy/utils/cli_readers.py | 134 | except Exception: | CODE |
| HIGH | espnet2/legacy/utils/cli_readers.py | 210 | except Exception: | CODE |
| HIGH | espnet2/legacy/utils/cli_writers.py | 103 | except Exception: | CODE |
| HIGH | espnet2/legacy/utils/cli_writers.py | 109 | except Exception: | CODE |
| HIGH | espnet2/legacy/utils/cli_writers.py | 115 | except Exception: | CODE |
| HIGH | espnet2/legacy/transform/transformation.py | 83 | except ValueError: | CODE |
| HIGH | espnet2/main_funcs/pack_funcs.py | 292 | except ValueError: | CODE |
| HIGH | espnet2/main_funcs/pack_funcs.py | 322 | except ImportError: | CODE |
| HIGH | espnet2/main_funcs/pack_funcs.py | 328 | except ImportError: | CODE |
| HIGH | espnet2/speechlm/dataloader/dataset.py | 47 | except (OSError, AttributeError): | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH⚡ | test/espnet3/utils/test_config.py | 251 | - {"opt": null} | CODE |
| HIGH | ci/check_ci_image_config.py | 641 | null, or a misspelled secret all leave the job with no token while the key | STRING |
| HIGH | utils/convert_fbank_to_wav.py | 83 | "`source ./path.sh && pip install librosa==0.7.0`." | CODE |
| HIGH | egs2/TEMPLATE/asr1/pyscripts/utils/aqa_eval.py | 141 | Undefined correlations are written as JSON null; no matched scores is an error. | STRING |
| HIGH⚡ | …ert1/local/dump_librispeech_alignment_from_textgrid.py | 27 | print("Please install praatio: . ./path.sh && python -m pip install praatio") | CODE |
| HIGH⚡ | …ssl1/local/dump_librispeech_alignment_from_textgrid.py | 27 | print("Please install praatio: . ./path.sh && python -m pip install praatio") | CODE |
| HIGH⚡ | …asr2/local/dump_librispeech_alignment_from_textgrid.py | 27 | print("Please install praatio: . ./path.sh && python -m pip install praatio") | CODE |
| HIGH | espnet2/layers/create_adapter_fn.py | 57 | "Please install S3PRL: cd ${MAIN_ROOT}/tools && make s3prl.done" | CODE |
| HIGH | espnet2/layers/create_adapter_fn.py | 176 | "Please install S3PRL: cd ${MAIN_ROOT}/tools && make s3prl.done" | CODE |
| HIGH | espnet2/fileio/score_scp.py | 52 | "(cd tools && make muskit.done)", | CODE |
| HIGH | espnet2/fileio/score_scp.py | 238 | "(cd tools && make muskit.done)", | CODE |
| HIGH | espnet2/utils/griffin_lim.py | 97 | "`source ./path.sh && pip install librosa==0.7.0`." | CODE |
| HIGH⚡ | espnet2/asr/frontend/s3prl.py | 31 | print("Please install S3PRL: cd ${MAIN_ROOT}/tools && make s3prl.done") | CODE |
| HIGH⚡ | espnet2/asr/encoder/hubert_encoder.py | 334 | print("Please install FairSeq: cd ${MAIN_ROOT}/tools && make fairseq.done") | CODE |
| HIGH⚡ | espnet2/asr/encoder/hubert_encoder.py | 542 | print("Please install FairSeq: cd ${MAIN_ROOT}/tools && make fairseq.done") | CODE |
| HIGH⚡ | espnet2/asr/encoder/avhubert_encoder.py | 601 | print("Please install FairSeq: cd ${MAIN_ROOT}/tools && make fairseq.done") | CODE |
| HIGH⚡ | espnet2/asr/encoder/avhubert_encoder.py | 870 | print("Please install FairSeq: cd ${MAIN_ROOT}/tools && make fairseq.done") | CODE |
| HIGH⚡ | espnet2/asr/encoder/wav2vec2_encoder.py | 53 | "Please install FairSeq: cd ${MAIN_ROOT}/tools && make fairseq.done" | CODE |
| HIGH | espnet2/train/trainer.py | 218 | print("Please install S3PRL: cd ${MAIN_ROOT}/tools && make s3prl.done") | CODE |
| HIGH⚡ | espnet2/gan_svs/post_frontend/s3prl.py | 38 | print("Please install S3PRL: cd ${MAIN_ROOT}/tools && make s3prl.done") | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | ci/integration_is_relevant.py | 35 | # What both suites run through: the environment, the packaging, the harness. | COMMENT |
| MEDIUM | egs2/chime8_task1/diar_asr1/run.sh | 120 | # training. You can try to leverage it in a semi-supervised way however. | COMMENT |
| MEDIUM | egs2/chime8_task1/diar_asr1/local/pyannote_diarize.py | 168 | # because that one is trained on chime6 to be robust against noise and | COMMENT |
| MEDIUM | egs2/chime8_task1/diar_asr1/local/pyannote_diarize.py | 170 | # we want instead a model that is not so robust against that to use | COMMENT |
| MEDIUM | egs2/ami/asr1/local/data.sh | 63 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/hkust/asr1/local/data.sh | 42 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/__init__.py | 10 | # This module has the python functions which facilitate the use of nnet3 toolkit | COMMENT |
| LOW | …s2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/attention.py | 29 | # Here we just list some likely combinations.. you can just add any | COMMENT |
| LOW | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/convolution.py | 36 | # want to skip batch normalization you could just call it 'conv-layer'. | COMMENT |
| LOW | …/TEMPLATE/asr1/steps/libs/nnet3/xconfig/convolution.py | 482 | # input, so just return the output of the no-op component. | COMMENT |
| LOW⚡ | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 342 | # there are no auxiliary outputs as this layer will just pass the input | COMMENT |
| LOW⚡ | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 348 | # there are no auxiliary outputs as this layer will just pass the input | COMMENT |
| LOW | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 404 | # there are no auxiliary outputs as this layer will just pass the output | COMMENT |
| LOW⚡ | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 1261 | # there are no auxiliary outputs as this layer will just pass the input | COMMENT |
| LOW⚡ | …TEMPLATE/asr1/steps/libs/nnet3/xconfig/basic_layers.py | 1266 | # there are no auxiliary outputs as this layer will just pass the input | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 120 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 397 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 679 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 864 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 1090 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 92 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 286 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 496 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 720 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 931 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1127 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1320 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1538 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1776 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1997 | # in the below code we will just call descriptor_strings as descriptors for conciseness | COMMENT |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/train/common.py | 358 | # we will throw an error at the end of the function so I will just pass | COMMENT |
| MEDIUM | egs2/TEMPLATE/uasr1/uasr.sh | 743 | # Note(Jiatong): though name as unpaired text, we here utilize the paired data for internal | COMMENT |
| MEDIUM | egs2/magicdata/asr1/local/data.sh | 92 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/aishell2/asr1/local/data.sh | 38 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/csj/asr1/local/run_spm.sh | 93 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/csj/asr1/local/run_spm.sh | 109 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/run.sh | 117 | # training. You can try to leverage it in a semi-supervised way however. | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/local/pyannote_diarize.py | 167 | # because that one is trained on chime6 to be robust against noise and | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/local/pyannote_diarize.py | 169 | # we want instead a model that is not so robust against that to use | COMMENT |
| MEDIUM | egs2/timit/asr1/local/data.sh | 41 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/timit/asr1/local/data.sh | 49 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/timit/uasr1/uasr.sh | 743 | # Note(Jiatong): though name as unpaired text, we here utilize the paired data for internal | COMMENT |
| MEDIUM | egs2/timit/uasr1/local/data.sh | 41 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| MEDIUM | egs2/timit/uasr1/local/data.sh | 49 | ### But you can utilize Kaldi recipes in most cases | COMMENT |
| LOW | espnet2/enh/encoder/stft_encoder.py | 184 | # so, here we just use "reflect mode" | COMMENT |
| MEDIUM | espnet2/sds/end_to_end/mini_omni/litgpt/utils.py | 559 | # TODO(gituser): Make this more robust | COMMENT |
| LOW | espnet2/bin/s2st_inference.py | 314 | best_hyp = nbest_hyps[0] # just use the best | CODE |
| LOW | espnet2/bin/s2st_inference.py | 410 | best_hyp = nbest_hyps[0] # just use the best | CODE |
| MEDIUM | espnet2/asr/state_spaces/s4.py | 343 | # Essentially equivalent to S4D-LegS | COMMENT |
| MEDIUM | espnet2/asr/state_spaces/s4.py | 356 | # Essentially equivalent to S4D-Lin | COMMENT |
| MEDIUM | espnet2/speechlm/trainer/titan_trainer.py | 636 | # To check the comprehensive performance, please use wandb. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | test/espnet2/legacy/reference_batch_beam_search.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW | …_utils/egs3/integration_test/esp2_asr/src/app_image.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet/__init__.py | 20 | __all__ = ["TASKS", "load", "__version__"] | CODE |
| LOW | egs3/TEMPLATE/esp2_asr/src/app.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs3/spgispeech/esp2_asr/dataset/__init__.py | 7 | __all__ = ["Dataset", "DatasetBuilder", "gather_training_text"] | CODE |
| LOW | egs3/mini_an4/esp2_asr/dataset/__init__.py | 6 | __all__ = ["Dataset", "DatasetBuilder"] | CODE |
| LOW | egs3/mini_an4/esp2_asr/src/app.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs3/librispeech_100/esp2_asr/dataset/__init__.py | 10 | __all__ = ["Dataset", "DatasetBuilder"] | CODE |
| LOW | egs3/librispeech_100/esp2_asr/src/app.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/easycom/avsr1/local/transforms.py | 13 | __all__ = [ | CODE |
| LOW | egs2/libritts_r/rst1/local/prepare_rir_pool.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW⚡ | egs2/libritts_r/rst1/local/score.py | 40 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/lrs3/avsr1/local/transforms.py | 13 | __all__ = [ | CODE |
| LOW | …2/TEMPLATE/asr1/pyscripts/utils/overlay_fbank_stats.py | 20 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/__init__.py | 11 | __all__ = ["common"] | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/common.py | 27 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/__init__.py | 39 | __all__ = ["utils", "layers", "parser"] | CODE |
| LOW | …MPLATE/asr1/steps/libs/nnet3/train/dropout_schedule.py | 12 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/train/common.py | 23 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ps/libs/nnet3/train/frame_level_objf/acoustic_model.py | 17 | logger = logging.getLogger(__name__) | CODE |
| LOW | …r1/steps/libs/nnet3/train/frame_level_objf/__init__.py | 14 | __all__ = ["common", "raw_model", "acoustic_model"] | CODE |
| LOW | …1/steps/libs/nnet3/train/frame_level_objf/raw_model.py | 16 | logger = logging.getLogger(__name__) | CODE |
| LOW | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 24 | logger = logging.getLogger(__name__) | CODE |
| LOW | …r1/steps/libs/nnet3/train/chain_objf/acoustic_model.py | 21 | logger = logging.getLogger(__name__) | CODE |
| LOW | …ATE/asr1/steps/libs/nnet3/train/chain_objf/__init__.py | 12 | __all__ = ["acoustic_model"] | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/report/log_parse.py | 16 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/TEMPLATE/asr1/steps/libs/nnet3/report/__init__.py | 8 | __all__ = ["log_parse"] | CODE |
| LOW | egs2/slurp_entity/asr1/local/evaluation/util.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/slurp_entity/asr1/local/evaluation/evaluate.py | 14 | logger = logging.getLogger(__name__) | CODE |
| LOW | egs2/mini_an4/rst1/local/prepare_rir_pool.py | 28 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/parallel/base_runner.py | 20 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/parallel/inference_provider.py | 12 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/parallel/parallel.py | 114 | def set_parallel(config: Optional[DictConfig]) -> None: | CODE |
| LOW | espnet3/publication/__init__.py | 9 | __all__ = ["PACK_SCHEMA_VERSION"] | CODE |
| LOW | espnet3/publication/demo/session.py | 35 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/publication/demo/packing.py | 24 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/publication/demo/packing.py | 283 | def _setup_demo_assets(demo_dir: Path, demo_config) -> None: | CODE |
| LOW | espnet3/publication/demo/assets.py | 13 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/utils/publication_utils.py | 34 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/utils/stages_utils.py | 18 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/components/data/data_organizer.py | 20 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/components/data/collect_stats.py | 23 | __all__ = [ | CODE |
| LOW | espnet3/components/data/dataloader.py | 15 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/api/inference/loading.py | 49 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/api/inference/__init__.py | 118 | __all__ = [ | CODE |
| LOW | espnet3/api/inference/kinds/__init__.py | 66 | __all__ = [ | CODE |
| LOW | espnet3/systems/esp2_asr/system.py | 19 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/f5tts/system.py | 17 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/f5tts/create_token_list.py | 21 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/f5tts/remove_long_short.py | 25 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/f5tts/inference.py | 35 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/system.py | 21 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/inference_provider.py | 16 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/metric.py | 16 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/inference_runner.py | 24 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/inference.py | 16 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet3/systems/base/training.py | 20 | logger = logging.getLogger(__name__) | CODE |
| LOW | espnet2/tok/quantizer/differentiable_kmeans.py | 112 | def set_temperature(self, temperature: float) -> None: | CODE |
| LOW | espnet2/enh/diffusion/sampling/__init__.py | 11 | __all__ = ["Predictor", "Corrector", "get_sampler"] | CODE |
| LOW | espnet2/tasks/beats.py | 28 | logger = logging.getLogger(__name__) | CODE |
| 46 more matches not shown… | ||||
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | egs2/chime8_task1/asr1/run.sh | 36 | gss_max_batch_dur=200 # set accordingly to your GPU VRAM, A100 40GB you can use 360 | CODE |
| MEDIUM | egs2/chime8_task1/asr1/run.sh | 44 | # we do not train with mixer 6 training + GSS here, but you can try. | COMMENT |
| MEDIUM | egs2/chime8_task1/asr1/run.sh | 56 | asr_cv_set=kaldi/chime6/dev/gss # we used only chime6 but maybe you can use a combination of all | CODE |
| MEDIUM | egs2/chime8_task1/diar_asr1/run_gss_asr.sh | 36 | gss_max_batch_dur=200 # set accordingly to your GPU VRAM, A100 40GB you can use 360 | CODE |
| MEDIUM | egs2/chime8_task1/diar_asr1/run_gss_asr.sh | 44 | # we do not train with mixer 6 training + GSS here, but you can try. | COMMENT |
| MEDIUM | egs2/chime8_task1/diar_asr1/run_gss_asr.sh | 56 | asr_cv_set=kaldi/chime6/dev/gss # we used only chime6 but maybe you can use a combination of all | CODE |
| MEDIUM | egs2/chime8_task1/diar_asr1/local/pyannote_finetune.py | 40 | # slows significantly training, but you can try | COMMENT |
| LOW | egs2/dns_icassp22/enh1/local/download_dns4_dataset.sh | 9 | # NOTE: Before downloading, make sure you have enough space | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/utils/retry.pl | 14 | # e.g. if your command line was "queue.pl [args]", you can replace that | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/utils/split_scp.pl | 37 | # Note that you can use this script to split the utt2spk file itself, | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/utils/parallel/retry.pl | 14 | # e.g. if your command line was "queue.pl [args]", you can replace that | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 261 | # (you can also use the name 'lstmp-batchnorm-layer' if you want it to be followed | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 569 | # (you can also use the name 'fast-lstm-batchnorm-layer' if you want it to be followed | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/lstm.py | 959 | # (you can also use the name 'fast-lstmp-batchnorm-layer' if you want it to be followed | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1083 | # you can add somethig like 'self-repair-scale=xxx' to gru-nonlinearity-options. | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1246 | # you can add somethig like 'self-repair-scale=xxx' to gru-nonlinearity-options. | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1457 | # you can add somethig like 'self-repair-scale=xxx' to gru-nonlinearity-options. | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1702 | # you can add somethig like 'self-repair-scale=xxx' to gru-nonlinearity-options. | COMMENT |
| MEDIUM | egs2/TEMPLATE/asr1/steps/libs/nnet3/xconfig/gru.py | 1916 | # you can add somethig like 'self-repair-scale=xxx' to gru-nonlinearity-options. | COMMENT |
| MEDIUM | egs2/mls/asr1/local/data.sh | 17 | data_split=full # full/1h/10h splits (mentioned in the original MLS paper, you can use the subset of training data) | CODE |
| MEDIUM | egs2/mls/asr2/local/data.sh | 17 | data_split=full # full/1h/10h splits (mentioned in the original MLS paper, you can use the subset of training data) | CODE |
| MEDIUM | egs2/chime6/asr1/local/prepare_baseline_chime6_data.sh | 181 | # you can use both left and right channels for training | COMMENT |
| MEDIUM | egs2/chime7_task1/asr1/run.sh | 41 | gss_max_batch_dur=90 # set accordingly to your GPU VRAM, A100 40GB you can use 360 | CODE |
| MEDIUM | egs2/chime7_task1/asr1/run.sh | 49 | # we do not train with mixer 6 training + GSS here, but you can try. | COMMENT |
| MEDIUM | egs2/chime7_task1/asr1/run.sh | 60 | asr_cv_set=kaldi/chime6/dev/gss # use chime only for validation. you can also try using all datasets after gss: kaldi/de | CODE |
| MEDIUM | egs2/chime7_task1/asr1/local/gen_task1_data.sh | 14 | # but if you have it already you can use your existing one. | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/run_gss_asr.sh | 41 | gss_max_batch_dur=90 # set accordingly to your GPU VRAM, A100 40GB you can use 360 | CODE |
| MEDIUM | egs2/chime7_task1/diar_asr1/run_gss_asr.sh | 49 | # we do not train with mixer 6 training + GSS here, but you can try. | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/run_gss_asr.sh | 60 | asr_cv_set=kaldi/chime6/dev/gss # use chime only for validation. you can also try using all datasets after gss: kaldi/de | CODE |
| MEDIUM | egs2/chime7_task1/diar_asr1/local/pyannote_finetune.py | 40 | # slows significantly training, but you can try | COMMENT |
| MEDIUM | egs2/chime7_task1/diar_asr1/local/gen_task1_data.sh | 14 | # but if you have it already you can use your existing one. | COMMENT |
| MEDIUM | egs2/universal_se_v1/enh1/run.sh | 32 | # you can add the following arguments: | COMMENT |
| LOW | espnet3/systems/esp2_asr/task.py | 111 | ), # If setting this to none, please make sure to provide input_size in the config. | CODE |
| LOW | espnet2/tasks/asr.py | 107 | ), # If setting this to none, please make sure to provide input_size in the config. | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM⚡ | test/espnet2/bin/test_demo.py | 95 | # seconds of silence for the model to hallucinate over | COMMENT |
| MEDIUM | egs3/TEMPLATE/esp2_asr/conf/training.yaml | 24 | # Path scaffold relative to the recipe root. | COMMENT |
| MEDIUM | egs3/TEMPLATE/f5tts/conf/training.yaml | 9 | # scaffolding lives here; the dataset, model, optimizer and dataloader blocks | COMMENT |
| MEDIUM | …brimix/sot_asr1/conf/tuning/train_sot_asr_whisper.yaml | 25 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …sot_asr1/conf/tuning/train_sot_asr_whisper_medium.yaml | 25 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …/sot_asr1/conf/tuning/train_sot_asr_whisper_small.yaml | 25 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | egs2/stop/asr1/conf/train_asr_whisper_full_correct.yaml | 35 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …asr1_pipeline/conf/train_asr_whisper_full_correct.yaml | 35 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …sr1/conf/tuning/train_asr_whisper_medium_finetune.yaml | 41 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …onf/tuning/train_asr_whisper_medium_lora_finetune.yaml | 41 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …conf/tuning/train_asr_whisper_large_lora_finetune.yaml | 41 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …/asr1/conf/train_asr_whisper_full_correct_specaug.yaml | 36 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | egs2/ml_superb/asr1/local/data_prep.py | 249 | reserve_flag = True # skip reserve lange for zero-shot | CODE |
| MEDIUM | …peech_100/asr1/conf/tuning/train_asr_whisper_full.yaml | 35 | # do_pad_trim: true # should be set when doing zero-shot inference | COMMENT |
| MEDIUM | …/interspeech2024_dsu_challenge/asr1/local/data_prep.py | 249 | reserve_flag = True # skip reserve lange for zero-shot | CODE |
| MEDIUM | …/interspeech2024_dsu_challenge/asr2/local/data_prep.py | 249 | reserve_flag = True # skip reserve lange for zero-shot | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | egs2/jtubespeech/asr1/run.sh | 20 | # NOTE: The default settings require 4 GPUs with 32 GB memory | COMMENT |
| LOW | egs2/ms_snsd/enh1/README.md | 24 | ### Step 1: Download MS-SNSD | COMMENT |
| LOW | egs2/ms_snsd/enh1/README.md | 40 | ### Step 2: Generate Noisy Data | COMMENT |
| LOW | egs2/ms_snsd/enh1/README.md | 67 | ### Step 3: Prepare ESPnet Data Directories (train/valid/test) | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 64 | # Step 1: Load the audio file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 67 | # Step 2: Calculate short-time energy for each frame | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 75 | # Step 3: Find index of the first frame where energy exceeds the threshold | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 86 | # Step 1: Load the textgrid file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 89 | # Step 2: Get the start and end times of non-silent utterances | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 103 | # Step 3: Load the transcription file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 108 | # Step 4: Split the content in each row | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 112 | # Step 5: Find all the rows' corresponding name in the txt file starting with 2001 | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 117 | # Step 6: Find the start and end times for the song's corresponding row names | COMMENT |
| LOW | egs2/spgispeech/asr1/run.sh | 22 | # NOTE: The default settings require 4 GPUs with 32 GB memory | COMMENT |
| LOW | egs2/laborotv/asr1/run_streaming.sh | 20 | # NOTE: The default settings require 4 GPUs with 32 GB memory | COMMENT |
| LOW | egs2/laborotv/asr1/run.sh | 20 | # NOTE: The default settings require 4 GPUs with 32 GB memory | COMMENT |
| LOW | egs2/csj/asr1/run.sh | 20 | # NOTE: The default settings require 4 GPUs with 32 GB memory | COMMENT |
| LOW | espnet2/samplers/category_power_sampler.py | 347 | # Step 1: Category sampling within each dataset | STRING |
| LOW | espnet2/samplers/category_power_sampler.py | 400 | # Step 2: Dataset sampling using resampled data | STRING |
| LOW⚡ | espnet2/samplers/category_power_sampler.py | 448 | # Step 1: Sample dataset d according to P(d) | STRING |
| LOW⚡ | espnet2/samplers/category_power_sampler.py | 454 | # Step 2: Sample category l according to P(l | d) | STRING |
| LOW | espnet2/samplers/category_power_sampler.py | 468 | # Step 3: Sample utterance uniformly from | STRING |
| LOW⚡ | espnet2/speechlm/trainer/deepspeed_trainer.py | 100 | # Step 1: Check resume_path | COMMENT |
| LOW⚡ | espnet2/speechlm/trainer/deepspeed_trainer.py | 104 | # Step 2: Check latest checkpoint in output_dir | COMMENT |
| LOW | espnet2/speechlm/dataloader/dataset.py | 166 | # Step 1: Collect all (dataset_name, json_path) pairs | COMMENT |
| LOW | espnet2/speechlm/dataloader/dataset.py | 190 | # Step 2: Load all datasets in parallel using multiprocessing | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 64 | # Step 1: Load the audio file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 67 | # Step 2: Calculate short-time energy for each frame | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 75 | # Step 3: Find index of the first frame where energy exceeds the threshold | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 86 | # Step 1: Load the textgrid file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 89 | # Step 2: Get the start and end times of non-silent utterances | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 103 | # Step 3: Load the transcription file | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 108 | # Step 4: Split the content in each row | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 112 | # Step 5: Find all the rows' corresponding name in the txt file starting with 2001 | COMMENT |
| LOW⚡ | egs2/acesinger/svs1/local/data_prep.py | 117 | # Step 6: Find the start and end times for the song's corresponding row names | COMMENT |
| LOW | espnet2/samplers/category_power_sampler.py | 347 | # Step 1: Category sampling within each dataset | STRING |
| LOW | espnet2/samplers/category_power_sampler.py | 400 | # Step 2: Dataset sampling using resampled data | STRING |
| LOW⚡ | espnet2/samplers/category_power_sampler.py | 448 | # Step 1: Sample dataset d according to P(d) | STRING |
| LOW⚡ | espnet2/samplers/category_power_sampler.py | 454 | # Step 2: Sample category l according to P(l | d) | STRING |
| LOW | espnet2/samplers/category_power_sampler.py | 468 | # Step 3: Sample utterance uniformly from | STRING |
| LOW⚡ | espnet2/speechlm/trainer/deepspeed_trainer.py | 100 | # Step 1: Check resume_path | COMMENT |
| LOW⚡ | espnet2/speechlm/trainer/deepspeed_trainer.py | 104 | # Step 2: Check latest checkpoint in output_dir | COMMENT |
| LOW | espnet2/speechlm/dataloader/dataset.py | 166 | # Step 1: Collect all (dataset_name, json_path) pairs | COMMENT |
| LOW | espnet2/speechlm/dataloader/dataset.py | 190 | # Step 2: Load all datasets in parallel using multiprocessing | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …/espnet2/sds/end_to_end/test_mini_omni_e2e_tempfile.py | 123 | CODE | |
| MEDIUM | test/espnet2/bin/test_live.py | 75 | CODE | |
| MEDIUM | …lipreading1/local/feature_extract/models/pretrained.py | 98 | CODE | |
| MEDIUM | …lipreading1/local/feature_extract/models/pretrained.py | 99 | CODE | |
| MEDIUM | …lipreading1/local/feature_extract/models/pretrained.py | 100 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 624 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 630 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 635 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 636 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 637 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 638 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 640 | CODE | |
| MEDIUM | …asr1/steps/libs/nnet3/train/frame_level_objf/common.py | 642 | CODE | |
| MEDIUM | espnet2/layers/augmentation.py | 419 | CODE | |
| MEDIUM | espnet2/layers/augmentation.py | 428 | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | egs2/chime8_task1/asr1/local/get_lhotse_manifests.py | 171 | segment["words"] = "placeholder" | CODE |
| LOW | egs2/chime8_task1/asr1/local/get_lhotse_manifests.py | 321 | segment["words"] = "placeholder" | CODE |
| LOW | egs2/chime8_task1/asr1/local/get_lhotse_manifests.py | 479 | segment["words"] = "placeholder" | CODE |
| LOW | …MPLATE/asr1/pyscripts/utils/dialog_eval/LLM_Metrics.py | 81 | >>> responses = ["Hello world", "Foo bar", "Lorem ipsum dolor sit amet"] | STRING |
| LOW | …MPLATE/asr1/pyscripts/utils/dialog_eval/LLM_Metrics.py | 81 | >>> responses = ["Hello world", "Foo bar", "Lorem ipsum dolor sit amet"] | STRING |
| LOW | egs2/chime7_task1/asr1/local/gen_task1_data.py | 111 | ex["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/asr1/local/gen_task1_data.py | 114 | ex_scoring["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/asr1/local/gen_task1_data.py | 253 | ex["words"] = "placeholder" # diarization only annotation | CODE |
| LOW | egs2/chime7_task1/asr1/local/gen_task1_data.py | 256 | ex_scoring["words"] = "placeholder" # diarization only annotation | CODE |
| LOW | egs2/chime7_task1/asr1/local/gen_task1_data.py | 365 | ex["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/asr1/local/get_lhotse_manifests.py | 171 | segment["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/asr1/local/get_lhotse_manifests.py | 321 | segment["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/asr1/local/get_lhotse_manifests.py | 479 | segment["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/diar_asr1/local/gen_task1_data.py | 111 | ex["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/diar_asr1/local/gen_task1_data.py | 114 | ex_scoring["words"] = "placeholder" | CODE |
| LOW | egs2/chime7_task1/diar_asr1/local/gen_task1_data.py | 253 | ex["words"] = "placeholder" # diarization only annotation | CODE |
| LOW | egs2/chime7_task1/diar_asr1/local/gen_task1_data.py | 256 | ex_scoring["words"] = "placeholder" # diarization only annotation | CODE |
| LOW | egs2/chime7_task1/diar_asr1/local/gen_task1_data.py | 365 | ex["words"] = "placeholder" | CODE |
| LOW | …2/chime7_task1/diar_asr1/local/get_lhotse_manifests.py | 171 | segment["words"] = "placeholder" | CODE |
| LOW | …2/chime7_task1/diar_asr1/local/get_lhotse_manifests.py | 321 | segment["words"] = "placeholder" | CODE |
| LOW | …2/chime7_task1/diar_asr1/local/get_lhotse_manifests.py | 479 | segment["words"] = "placeholder" | CODE |
| LOW | espnet2/speechlm/model/speechlm/multimodal_io/audio.py | 831 | dummy_data = torch.zeros( | CODE |
| LOW | espnet2/speechlm/model/speechlm/multimodal_io/audio.py | 837 | codes = self.encode_batch(dummy_data, dummy_length) | CODE |
| LOW | espnet2/speechlm/model/speechlm/multimodal_io/audio.py | 1114 | dummy_data = torch.zeros( | CODE |
| LOW | espnet2/speechlm/model/speechlm/multimodal_io/audio.py | 1120 | feats = self.encode_batch(dummy_data, dummy_length) | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| CRITICAL | espnet3/components/data/dataset_builder.py | 30 | ``espnet3.systems.base.system.BaseSystem.create_dataset()`` instantiates | STRING |
| CRITICAL | doc/make_release.py | 224 | since = previous.commit.commit.author.date.date().isoformat() | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | espnet2/gan_svs/pits/ying_decoder.py | 7 | # TODO(Yifeng): This comment is generated by ChatGPT, which may not be accurate. | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| HIGH | doc/generate_code_doc.py | 24 | --api-key "YOUR_API_KEY" | STRING |
| HIGH | doc/generate_code_doc.py | 43 | --api-key "YOUR_API_KEY" \ | STRING |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | …ech/tts1/conf/tuning/train_fastspeech2_xpu_bucket.yaml | 11 | # Usage: | COMMENT |
| LOW | egs2/swbd/asr1/local/eval2000_data_prep.sh | 15 | # Example usage: | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | test/doc/test_members2rst.py | 15 | "def helper(): pass\n" | CODE |
| LOW | egs2/harpervalley/asr1/local/data_prep.py | 13 | def process_data(target_dir, source_dir, audio_dir, filename, min_length): | CODE |
| LOW | egs2/swbd_sentiment/asr1/local/prepare_sentiment.py | 41 | def process_data( | CODE |