mmhamdy commited on
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89b3013
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1 Parent(s): a7c5d52

Update app.py

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  1. app.py +2 -2
app.py CHANGED
@@ -12,7 +12,7 @@ device = "cuda:0" if torch.cuda.is_available() else "cpu"
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  asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base", device=device)
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  # load text-to-speech checkpoint and speaker embeddings
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- processor = SpeechT5Processor.from_pretrained("microsoft/speecht5_tts")
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  model = SpeechT5ForTextToSpeech.from_pretrained("mmhamdy/speecht5-finetuned-fleurs-it-it").to(device)
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  vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
@@ -41,7 +41,7 @@ def speech_to_speech_translation(audio):
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  title = "Cascaded STST"
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  description = """
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- Demo for cascaded speech-to-speech translation (STST), mapping from source speech in English to target speech in Italian. Demo uses OpenAI's [Whisper Base](https://huggingface.co/openai/whisper-base) model for speech translation, and a finetuned Microsoft's
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  [SpeechT5 TTS](https://huggingface.co/mmhamdy/speecht5-finetuned-fleurs-it-it) model for text-to-speech:
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  ![Cascaded STST](https://huggingface.co/datasets/huggingface-course/audio-course-images/resolve/main/s2st_cascaded.png "Diagram of cascaded speech to speech translation")
 
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  asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base", device=device)
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  # load text-to-speech checkpoint and speaker embeddings
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+ processor = SpeechT5Processor.from_pretrained("mmhamdy/speecht5-finetuned-fleurs-it-it")
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  model = SpeechT5ForTextToSpeech.from_pretrained("mmhamdy/speecht5-finetuned-fleurs-it-it").to(device)
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  vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
 
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  title = "Cascaded STST"
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  description = """
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+ Demo for cascaded speech-to-speech translation (STST), mapping from source speech in any language to target speech in Italian. Demo uses OpenAI's [Whisper Base](https://huggingface.co/openai/whisper-base) model for speech translation, and a finetuned Microsoft's
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  [SpeechT5 TTS](https://huggingface.co/mmhamdy/speecht5-finetuned-fleurs-it-it) model for text-to-speech:
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  ![Cascaded STST](https://huggingface.co/datasets/huggingface-course/audio-course-images/resolve/main/s2st_cascaded.png "Diagram of cascaded speech to speech translation")