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  1. Dockerfile.cpu +35 -0
  2. LICENCE +661 -0
  3. figs/VAD_auditok.png +0 -0
  4. figs/VAD_silero_v3.1.png +0 -0
  5. figs/VAD_silero_v4.0.png +0 -0
  6. figs/example_alignement_plot.png +0 -0
  7. requirements.txt +3 -0
  8. setup.py +58 -0
  9. tests/__init__.py +1 -0
  10. tests/data/apollo11.mp3 +0 -0
  11. tests/data/bonjour.wav +0 -0
  12. tests/data/bonjour_vous_allez_bien.mp3 +0 -0
  13. tests/data/empty.mp3 +0 -0
  14. tests/data/empty.wav +0 -0
  15. tests/data/gaenswein15.mp3 +0 -0
  16. tests/data/gloria.mp3 +0 -0
  17. tests/data/japanese.mp3 +0 -0
  18. tests/data/laugh1.mp3 +0 -0
  19. tests/data/laugh2.mp3 +0 -0
  20. tests/data/no_punctuations.mp3.words.json +68 -0
  21. tests/data/punctuations.mp3 +0 -0
  22. tests/data/radio_short.mp3 +0 -0
  23. tests/data/smartphone.mp3 +0 -0
  24. tests/data/smartphone.mp3.words.json +0 -0
  25. tests/data/words.wav +0 -0
  26. tests/data/yes_punctuations.mp3.words.json +68 -0
  27. tests/expected/corner_cases.cpu/accurate.tiny_apollo11.mp3.words.json +1481 -0
  28. tests/expected/corner_cases.cpu/large_apollo11.mp3.words.json +2212 -0
  29. tests/expected/corner_cases.cpu/nocond.random_music.mp4.words.json +3209 -0
  30. tests/expected/corner_cases.cpu/nocond_music.mp4.words.json +2687 -0
  31. tests/expected/corner_cases.cpu/random.nocond_apollo11.mp3.words.json +1192 -0
  32. tests/expected/corner_cases.cpu/random_apollo11.mp3.words.json +3815 -0
  33. tests/expected/corner_cases.cpu/stucked_lm_apollo11.mp3.words.json +3814 -0
  34. tests/expected/corner_cases/accurate.tiny_apollo11.mp3.words.json +1261 -0
  35. tests/expected/corner_cases/arabic.mp3.words.json +393 -0
  36. tests/expected/corner_cases/issue24_empty.wav.words.json +992 -0
  37. tests/expected/corner_cases/large-v2.accurate_gloria.mp3.words.json +540 -0
  38. tests/expected/corner_cases/large-v2.efficient_gloria.mp3.words.json +564 -0
  39. tests/expected/corner_cases/large_apollo11.mp3.words.json +1208 -0
  40. tests/expected/corner_cases/medium.accurate_gloria.mp3.words.json +544 -0
  41. tests/expected/corner_cases/medium.efficient_gloria.mp3.words.json +538 -0
  42. tests/expected/corner_cases/nocond.random_music.mp4.words.json +2847 -0
  43. tests/expected/corner_cases/nocond_music.mp4.words.json +2750 -0
  44. tests/expected/corner_cases/random.nocond_apollo11.mp3.words.json +2003 -0
  45. tests/expected/corner_cases/random_apollo11.mp3.words.json +1812 -0
  46. tests/expected/corner_cases/stucked_lm_apollo11.mp3.words.json +3820 -0
  47. tests/expected/medium_auto.cpu/empty.mp3.words.json +46 -0
  48. tests/expected/medium_auto.cpu/radio_short.mp3.words.json +1616 -0
  49. tests/expected/medium_auto.cpu/smartphone.mp3.words.json +0 -0
  50. tests/expected/medium_auto/bonjour.wav.words.json +133 -0
Dockerfile.cpu ADDED
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+ FROM python:3.9
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+
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+ RUN apt-get update && \
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+ apt-get install -y --no-install-recommends \
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+ ffmpeg
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+
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+ RUN python3 -m pip install --upgrade pip
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+
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+ # Python installation
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+ WORKDIR /usr/src/app
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+
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+ # Force CPU versions of torch
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+ RUN pip3 install \
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+ torch==1.13.1+cpu \
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+ torchaudio==0.13.1+cpu \
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+ -f https://download.pytorch.org/whl/torch_stable.html
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+
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+ # Note: First installing the python requirements permits to save time when re-building after a source change.
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+ COPY requirements.txt /usr/src/app/requirements.txt
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+ RUN cd /usr/src/app/ && pip3 install -r requirements.txt
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+
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+ # Copy source
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+ COPY setup.py /usr/src/app/setup.py
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+ COPY whisper_timestamped /usr/src/app/whisper_timestamped
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+
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+ # Install
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+ RUN cd /usr/src/app/ && pip3 install ".[dev]"
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+
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+ # Cleanup
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+ RUN rm -R /usr/src/app/requirements.txt /usr/src/app/setup.py /usr/src/app/whisper_timestamped
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+
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+ # Copy tests
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+ COPY tests /usr/src/app/tests
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+
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+ ENTRYPOINT ["/bin/bash"]
LICENCE ADDED
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figs/VAD_auditok.png ADDED
figs/VAD_silero_v3.1.png ADDED
figs/VAD_silero_v4.0.png ADDED
figs/example_alignement_plot.png ADDED
requirements.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ Cython
2
+ dtw-python
3
+ openai-whisper
setup.py ADDED
@@ -0,0 +1,58 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import os
2
+
3
+ from setuptools import setup, find_packages
4
+
5
+ install_requires = [
6
+ "Cython",
7
+ "dtw-python",
8
+ "openai-whisper",
9
+ ]
10
+
11
+ required_packages_filename = os.path.join(os.path.dirname(__file__), "requirements.txt")
12
+ if os.path.exists(required_packages_filename):
13
+ install_requires2 = [l.strip() for l in open(required_packages_filename).readlines()]
14
+ assert install_requires == install_requires2, f"requirements.txt is not up-to-date: {install_requires} != {install_requires2}"
15
+
16
+ version = None
17
+ license = None
18
+ with open(os.path.join(os.path.dirname(__file__), "whisper_timestamped", "transcribe.py")) as f:
19
+ for line in f:
20
+ if line.strip().startswith("__version__"):
21
+ version = line.split("=")[1].strip().strip("\"'")
22
+ if version and license:
23
+ break
24
+ if line.strip().startswith("__license__"):
25
+ license = line.split("=")[1].strip().strip("\"'")
26
+ if version and license:
27
+ break
28
+ assert version and license
29
+
30
+ description="Multi-lingual Automatic Speech Recognition (ASR) based on Whisper models, with accurate word timestamps, access to language detection confidence, several options for Voice Activity Detection (VAD), and more."
31
+
32
+ setup(
33
+ name="whisper-timestamped",
34
+ py_modules=["whisper_timestamped"],
35
+ version=version,
36
+ description=description,
37
+ long_description=description+"\nSee https://github.com/linto-ai/whisper-timestamped for more information.",
38
+ long_description_content_type='text/markdown',
39
+ python_requires=">=3.7",
40
+ author="Jeronymous",
41
+ url="https://github.com/linto-ai/whisper-timestamped",
42
+ license=license,
43
+ packages=find_packages(exclude=["tests*"]),
44
+ install_requires=install_requires,
45
+ entry_points = {
46
+ 'console_scripts': [
47
+ 'whisper_timestamped=whisper_timestamped.transcribe:cli',
48
+ 'whisper_timestamped_make_subtitles=whisper_timestamped.make_subtitles:cli'
49
+ ],
50
+ },
51
+ include_package_data=True,
52
+ extras_require={
53
+ 'dev': ['matplotlib', 'transformers'],
54
+ 'vad_silero': ['onnxruntime', 'torchaudio'],
55
+ 'vad_auditok': ['auditok'],
56
+ 'test': ['jsonschema'],
57
+ },
58
+ )
tests/__init__.py ADDED
@@ -0,0 +1 @@
 
 
1
+
tests/data/apollo11.mp3 ADDED
Binary file (89.2 kB). View file
 
tests/data/bonjour.wav ADDED
Binary file (38.5 kB). View file
 
tests/data/bonjour_vous_allez_bien.mp3 ADDED
Binary file (110 kB). View file
 
tests/data/empty.mp3 ADDED
Binary file (9.5 kB). View file
 
tests/data/empty.wav ADDED
Binary file (45.1 kB). View file
 
tests/data/gaenswein15.mp3 ADDED
Binary file (45.7 kB). View file
 
tests/data/gloria.mp3 ADDED
Binary file (61.8 kB). View file
 
tests/data/japanese.mp3 ADDED
Binary file (121 kB). View file
 
tests/data/laugh1.mp3 ADDED
Binary file (34.4 kB). View file
 
tests/data/laugh2.mp3 ADDED
Binary file (5.76 kB). View file
 
tests/data/no_punctuations.mp3.words.json ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "text": " Dis-moi, est-ce que l'avion vole?",
3
+ "segments": [
4
+ {
5
+ "id": 0,
6
+ "seek": 0,
7
+ "start": 0.4,
8
+ "end": 2.34,
9
+ "text": " Dis-moi, est-ce que l'avion vole?",
10
+ "tokens": [
11
+ 50364,
12
+ 4208,
13
+ 12,
14
+ 29292,
15
+ 11,
16
+ 871,
17
+ 12,
18
+ 384,
19
+ 631,
20
+ 287,
21
+ 6,
22
+ 706,
23
+ 313,
24
+ 49877,
25
+ 2506,
26
+ 50494
27
+ ],
28
+ "temperature": 0.0,
29
+ "avg_logprob": -0.3014036907869227,
30
+ "compression_ratio": 0.8048780487804879,
31
+ "no_speech_prob": 0.05134102329611778,
32
+ "confidence": 0.925,
33
+ "words": [
34
+ {
35
+ "text": "Dis-moi",
36
+ "start": 0.4,
37
+ "end": 1.36,
38
+ "confidence": 0.801
39
+ },
40
+ {
41
+ "text": "est-ce",
42
+ "start": 1.36,
43
+ "end": 1.52,
44
+ "confidence": 0.966
45
+ },
46
+ {
47
+ "text": "que",
48
+ "start": 1.52,
49
+ "end": 1.64,
50
+ "confidence": 0.977
51
+ },
52
+ {
53
+ "text": "l'avion",
54
+ "start": 1.64,
55
+ "end": 2.02,
56
+ "confidence": 0.994
57
+ },
58
+ {
59
+ "text": "vole",
60
+ "start": 2.02,
61
+ "end": 2.34,
62
+ "confidence": 0.891
63
+ }
64
+ ]
65
+ }
66
+ ],
67
+ "language": "fr"
68
+ }
tests/data/punctuations.mp3 ADDED
Binary file (64.3 kB). View file
 
tests/data/radio_short.mp3 ADDED
Binary file (361 kB). View file
 
tests/data/smartphone.mp3 ADDED
Binary file (534 kB). View file
 
tests/data/smartphone.mp3.words.json ADDED
The diff for this file is too large to render. See raw diff
 
tests/data/words.wav ADDED
Binary file (738 kB). View file
 
tests/data/yes_punctuations.mp3.words.json ADDED
@@ -0,0 +1,68 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "text": " Dis-moi, est-ce que l'avion vole?",
3
+ "segments": [
4
+ {
5
+ "id": 0,
6
+ "seek": 0,
7
+ "start": 0.4,
8
+ "end": 2.34,
9
+ "text": " Dis-moi, est-ce que l'avion vole?",
10
+ "tokens": [
11
+ 50364,
12
+ 4208,
13
+ 12,
14
+ 29292,
15
+ 11,
16
+ 871,
17
+ 12,
18
+ 384,
19
+ 631,
20
+ 287,
21
+ 6,
22
+ 706,
23
+ 313,
24
+ 49877,
25
+ 2506,
26
+ 50494
27
+ ],
28
+ "temperature": 0.0,
29
+ "avg_logprob": -0.3014036907869227,
30
+ "compression_ratio": 0.8048780487804879,
31
+ "no_speech_prob": 0.05134102329611778,
32
+ "confidence": 0.925,
33
+ "words": [
34
+ {
35
+ "text": "Dis-moi,",
36
+ "start": 0.4,
37
+ "end": 1.36,
38
+ "confidence": 0.801
39
+ },
40
+ {
41
+ "text": "est-ce",
42
+ "start": 1.36,
43
+ "end": 1.52,
44
+ "confidence": 0.966
45
+ },
46
+ {
47
+ "text": "que",
48
+ "start": 1.52,
49
+ "end": 1.64,
50
+ "confidence": 0.977
51
+ },
52
+ {
53
+ "text": "l'avion",
54
+ "start": 1.64,
55
+ "end": 2.02,
56
+ "confidence": 0.994
57
+ },
58
+ {
59
+ "text": "vole?",
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+ "start": 2.02,
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