Update app.py
Browse files
app.py
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@@ -1,4 +1,3 @@
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import gradio as gr
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import random
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import json
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@@ -7,7 +6,7 @@ from difflib import SequenceMatcher
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from jiwer import wer
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import torchaudio
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import torch
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from transformers import Wav2Vec2ForCTC, Wav2Vec2Processor, HubertForCTC
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import whisper
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# Load metadata
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@@ -31,7 +30,7 @@ wav2vec_model = Wav2Vec2ForCTC.from_pretrained("facebook/wav2vec2-large-960h-lv6
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# HuBERT
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hubert_processor = HubertProcessor.from_pretrained("facebook/hubert-large-ls960-ft")
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hubert_model =
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def load_audio(file_path):
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waveform, sr = torchaudio.load(file_path)
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import gradio as gr
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import random
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import json
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from jiwer import wer
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import torchaudio
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import torch
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from transformers import Wav2Vec2ForCTC, Wav2Vec2Processor, HubertForCTC
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import whisper
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# Load metadata
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# HuBERT
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hubert_processor = HubertProcessor.from_pretrained("facebook/hubert-large-ls960-ft")
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hubert_model = Wav2Vec2Processor.from_pretrained("facebook/hubert-large-ls960-ft").to(device)
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def load_audio(file_path):
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waveform, sr = torchaudio.load(file_path)
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