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patrickvonplaten
commited on
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69502c9
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Parent(s):
5cac893
Update app.py
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app.py
CHANGED
@@ -1,8 +1,9 @@
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import gradio as gr
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import librosa
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from transformers import
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model = SpeechEncoderDecoderModel.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15", use_auth_token="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")
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def process_audio_file(file):
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@@ -10,7 +11,7 @@ def process_audio_file(file):
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if sr != 16000:
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data = librosa.resample(data, sr, 16000)
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print(data.shape)
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input_values =
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return input_values
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def transcribe(file):
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@@ -18,7 +19,7 @@ def transcribe(file):
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sequences = model.generate(input_values, num_beams=1, max_length=30)
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transcription =
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return transcription[0]
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iface = gr.Interface(
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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", use_auth_token="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")
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tokenizer = AutoTokenizer.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15", use_auth_token="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")
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model = SpeechEncoderDecoderModel.from_pretrained("facebook/wav2vec2-xls-r-300m-en-to-15", use_auth_token="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")
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def process_audio_file(file):
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if sr != 16000:
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data = librosa.resample(data, sr, 16000)
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print(data.shape)
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input_values = feature_extractor(data, return_tensors="pt").input_values
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return input_values
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def transcribe(file):
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sequences = model.generate(input_values, num_beams=1, max_length=30)
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transcription = tokenizer.batch_decode(sequences)
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return transcription[0]
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iface = gr.Interface(
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