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patrickvonplaten
commited on
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c80aa87
Update app.py
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app.py
CHANGED
@@ -2,9 +2,9 @@ import gradio as gr
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import librosa
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from transformers import AutoFeatureExtractor, AutoTokenizer, SpeechEncoderDecoderModel
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feature_extractor = AutoFeatureExtractor.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15"
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tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15",
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model = SpeechEncoderDecoderModel.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15"
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def process_audio_file(file):
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data, sr = librosa.load(file)
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@@ -71,7 +71,7 @@ iface = gr.Interface(
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outputs="text",
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layout="horizontal",
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theme="huggingface",
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article = "<p style='text-align: center'><a href='https://huggingface.co/facebook/wav2vec2-xls-r-300m-en-to-15' target='_blank'>Click to learn more about XLS-R-300M-EN-15 </a> | <a href='https://arxiv.org/abs/2111.09296' target='_blank'> With 🎙️ from Facebook XLS-R </a></p>"
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title="XLS-R 300M EN-to-15 Speech Translation",
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description="A simple interface to translate English Speech to 15 possible languages.",
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)
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import librosa
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from transformers import AutoFeatureExtractor, AutoTokenizer, SpeechEncoderDecoderModel
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feature_extractor = AutoFeatureExtractor.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15")
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tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15", use_fast=False)
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model = SpeechEncoderDecoderModel.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15")
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def process_audio_file(file):
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data, sr = librosa.load(file)
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outputs="text",
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layout="horizontal",
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theme="huggingface",
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article = "<p style='text-align: center'><a href='https://huggingface.co/facebook/wav2vec2-xls-r-300m-en-to-15' target='_blank'>Click to learn more about XLS-R-300M-EN-15 </a> | <a href='https://arxiv.org/abs/2111.09296' target='_blank'> With 🎙️ from Facebook XLS-R </a></p>",
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title="XLS-R 300M EN-to-15 Speech Translation",
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description="A simple interface to translate English Speech to 15 possible languages.",
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)
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