Spaces:
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Sleeping
Edward Tan
commited on
Commit
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c976dc3
1
Parent(s):
1d99247
Adding example
Browse files- app.py +10 -11
- example_audio/.DS_Store +0 -0
- example_audio/conference.wav +0 -0
app.py
CHANGED
@@ -6,26 +6,25 @@ local_model_name = "wav2vec2_model_pipeline"
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speech_recognizer = pipeline("automatic-speech-recognition", model = local_model_name)
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def greet_and_transcribe(name, intensity, input_audio):
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return "Hello, " + name + "!" * int(intensity), transcribed_audio
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except Exception as err:
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return "Hello, " + name + "!" * int(intensity), err
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demo = gr.Interface(
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title="A simple audio transcribing model",
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description="This is an application to test gradio functionalities",
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fn=greet_and_transcribe,
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inputs=[
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gr.Text(placeholder="input your name here"),
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gr.Slider(minimum=1, maximum=5, value=3),
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gr.Audio()],
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outputs=[gr.Text(label="Greeting"), gr.Text(label="Transcribed output")],
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)
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demo.launch(share=True)
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speech_recognizer = pipeline("automatic-speech-recognition", model = local_model_name)
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def greet_and_transcribe(name, intensity, input_audio):
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input_audio_rs = librosa.resample(
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input_audio[1].astype(float),
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orig_sr=input_audio[0],
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target_sr=speech_recognizer.feature_extractor.sampling_rate)
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transcribed_audio = speech_recognizer(input_audio_rs)["text"]
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return "Hello, " + name + "!" * int(intensity), transcribed_audio
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demo = gr.Interface(
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title="A simple audio transcribing model",
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description="This is an application to test gradio functionalities",
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fn=greet_and_transcribe,
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inputs=[
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gr.Text(placeholder="input your name here"),
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gr.Slider(minimum=1, maximum=5, value=3),
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gr.Audio()],
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outputs=[gr.Text(label="Greeting"), gr.Text(label="Transcribed output")],
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cache_examples="lazy",
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allow_flagging="auto",
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examples=[["Jacob", 3, "example_audio/conference.wav"]]
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# article="<p style='text-align: center'><a href='https://tmabraham.github.io/blog/gradio_hf_spaces_tutorial' target='_blank'>Blog post</a></p>"
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)
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demo.launch(share=True)
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example_audio/.DS_Store
ADDED
Binary file (6.15 kB). View file
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example_audio/conference.wav
ADDED
Binary file (472 kB). View file
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