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Runtime error
Ahsen Khaliq
commited on
Commit
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d6a2d06
1
Parent(s):
e8f9c74
Update app.py
Browse files
app.py
CHANGED
@@ -11,23 +11,7 @@ import matplotlib.pyplot as plt
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import gradio as gr
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def inference(audio)
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speech, rate = soundfile.read(audio.name)
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assert rate == fs, "mismatch in sampling rate"
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nbests = speech2text(speech)
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text, *_ = nbests[0]
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print(f"Input Speech: {file_name}")
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display(Audio(speech, rate=rate))
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librosa.display.waveplot(speech, sr=rate)
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plt.show()
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print(f"ASR hypothesis: {text_normalizer(text)}")
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print("*" * 50)
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d = ModelDownloader()
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# It may takes a while to download and build models
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speech2text = Speech2Text(
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**d.download_and_unpack(tag),
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device="cpu",
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@@ -45,4 +29,20 @@ def text_normalizer(text):
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lang = 'multilingual'
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fs = 16000
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tag = 'ftshijt/open_li52_asr_train_asr_raw_bpe7000_valid.acc.ave_10best'
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import gradio as gr
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d = ModelDownloader()
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speech2text = Speech2Text(
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**d.download_and_unpack(tag),
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device="cpu",
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lang = 'multilingual'
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fs = 16000
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tag = 'ftshijt/open_li52_asr_train_asr_raw_bpe7000_valid.acc.ave_10best'
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def inference(audio):
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speech, rate = soundfile.read(audio.name)
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assert rate == fs, "mismatch in sampling rate"
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nbests = speech2text(speech)
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text, *_ = nbests[0]
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print(f"Input Speech: {file_name}")
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display(Audio(speech, rate=rate))
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librosa.display.waveplot(speech, sr=rate)
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plt.show()
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print(f"ASR hypothesis: {text_normalizer(text)}")
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print("*" * 50)
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