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Original file line number | Diff line number | Diff line change |
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These metrics are from Google Colab tests. | ||
These metrics do not take into account model download times. | ||
These metrics are done without quantization enabled. | ||
(quantization will make this even faster) | ||
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metrics for faster-whisper "tiny" model: | ||
on cpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: | ||
speaker recognition time: | ||
transcription time: | ||
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on gpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: 24s | ||
speaker recognition time: 10s | ||
transcription time: 64s | ||
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metrics for faster-whisper "small" model: | ||
on cpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: | ||
speaker recognition time: | ||
transcription time: | ||
|
||
on gpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: 24s | ||
speaker recognition time: 10s | ||
transcription time: 95s | ||
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metrics for faster-whisper "medium" model: | ||
on cpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: | ||
speaker recognition time: | ||
transcription time: | ||
|
||
on gpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: 24s | ||
speaker recognition time: 10s | ||
transcription time: 193s | ||
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metrics for faster-whisper "large" model: | ||
on cpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: | ||
speaker recognition time: | ||
transcription time: | ||
|
||
on gpu: | ||
audio name: obama_zach.wav | ||
duration: 6 min 36 s | ||
diarization time: 24s | ||
speaker recognition time: 10s | ||
transcription time: 343s |
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Original file line number | Diff line number | Diff line change |
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@@ -3,4 +3,6 @@ torch | |
torchaudio | ||
pydub | ||
pyannote.audio | ||
speechbrain | ||
speechbrain | ||
accelerate | ||
faster-whisper |
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