jackoyoungblood commited on
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a593b1d
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1 Parent(s): 782ac51

Update app.py

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  1. app.py +2 -2
app.py CHANGED
@@ -14,7 +14,7 @@ asr_pipe = pipeline("automatic-speech-recognition", model="openai/whisper-base",
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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("microsoft/speecht5_tts").to(device)
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  vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
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  embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation")
@@ -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 target speech in Dutch. Demo uses OpenAI's [Whisper Base](https://huggingface.co/openai/whisper-base) model for speech translation, and Microsoft's
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  [SpeechT5 TTS](https://huggingface.co/microsoft/speecht5_tts) 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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  # 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("jackoyoungblood/speecht5_finetuned_voxpopuli_nl2").to(device)
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  vocoder = SpeechT5HifiGan.from_pretrained("microsoft/speecht5_hifigan").to(device)
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  embeddings_dataset = load_dataset("Matthijs/cmu-arctic-xvectors", split="validation")
 
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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 and target speech in Dutch. Demo uses OpenAI's [Whisper Base](https://huggingface.co/openai/whisper-base) model for speech translation, and Microsoft's
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  [SpeechT5 TTS](https://huggingface.co/microsoft/speecht5_tts) 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")