Repository Analysis

openai/whisper

Robust Speech Recognition via Large-Scale Weak Supervision

4.1 Likely human-written View on GitHub

4.1

Adjusted Score

4.1

Raw Score

100%

Time Factor

2026-04-15

Last Push

100,922

Stars

Python

Language

7,048

Lines of Code

32

Files

29

Pattern Hits

2026-05-31

Scan Date

Score History

Severity Breakdown

CRITICAL 0HIGH 0MEDIUM 0LOW 29

Pattern Findings

29 matches across 4 categories. Click a row to expand file-level details.

Unused Imports13 hits · 13 pts

Severity	File	Line	Snippet
LOW	whisper/__init__.py	11
LOW	whisper/__init__.py	11
LOW	whisper/__init__.py	11
LOW	whisper/__init__.py	12
LOW	whisper/__init__.py	12
LOW	whisper/__init__.py	12
LOW	whisper/__init__.py	12
LOW	whisper/__init__.py	14
LOW	whisper/decoding.py	15
LOW	whisper/timing.py	16
LOW	whisper/transcribe.py	35
LOW	whisper/normalizers/__init__.py	1
LOW	whisper/normalizers/__init__.py	2

Deep Nesting10 hits · 10 pts

Severity	File	Line	Snippet
LOW	whisper/__init__.py	54
LOW	whisper/decoding.py	323
LOW	whisper/decoding.py	384
LOW	whisper/timing.py	58
LOW	whisper/timing.py	83
LOW	whisper/timing.py	279
LOW	whisper/utils.py	123
LOW	whisper/utils.py	142
LOW	whisper/transcribe.py	38
LOW	whisper/normalizers/english.py	165

Hyper-Verbose Identifiers5 hits · 5 pts

Severity	File	Line	Snippet
LOW	tests/test_timing.py	57	def test_dtw_cuda_equivalence(N: int, M: int):
LOW	tests/test_timing.py	89	def test_median_filter_equivalence(shape):
LOW	tests/test_tokenizer.py	14	def test_multilingual_tokenizer():
LOW	whisper/tokenizer.py	238	def sot_sequence_including_notimestamps(self) -> Tuple[int]:
LOW	whisper/normalizers/basic.py	27	def remove_symbols_and_diacritics(s: str, keep=""):

Excessive Try-Catch Wrapping1 hit · 1 pts

Severity	File	Line	Snippet
LOW	whisper/transcribe.py	617	except Exception as e: