Everton Aleixo
commited on
Commit
•
b9f4b9a
1
Parent(s):
6f45890
Change asr
Browse files
app.py
CHANGED
@@ -8,7 +8,19 @@ from transformers import SpeechT5ForTextToSpeech, SpeechT5HifiGan, SpeechT5Proce
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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# load speech translation checkpoint
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asr_pipe = pipeline("automatic-speech-recognition", model="jonatasgrosman/whisper-large-pt-cv11", device=device)
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asr_pipe.model.config.forced_decoder_ids = (
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asr_pipe.tokenizer.get_decoder_prompt_ids(
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language="pt",
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@@ -28,6 +40,7 @@ speaker_embeddings = torch.tensor(embeddings_dataset[7306]["xvector"]).unsqueeze
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def translate(audio):
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outputs = asr_pipe(audio)
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return outputs["text"]
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device = "cuda:0" if torch.cuda.is_available() else "cpu"
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# load speech translation checkpoint
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# asr_pipe = pipeline("automatic-speech-recognition", model="jonatasgrosman/whisper-large-pt-cv11", device=device)
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# asr_pipe.model.config.forced_decoder_ids = (
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# asr_pipe.tokenizer.get_decoder_prompt_ids(
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# language="pt",
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# task="transcribe"
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# )
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# )
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asr_pipe = pipeline(
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"automatic-speech-recognition",
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model="jonatasgrosman/whisper-large-pt-cv11"
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)
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asr_pipe.model.config.forced_decoder_ids = (
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asr_pipe.tokenizer.get_decoder_prompt_ids(
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language="pt",
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def translate(audio):
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outputs = asr_pipe(audio)
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print('translate', outputs)
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return outputs["text"]
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