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from transformers import pipeline | |
import librosa | |
import gradio as gr | |
def pipeline_predict(input): | |
classifier = pipeline("audio-classification", model="santhosh-4000/wav2vec2-base-finetuned-mednames1") | |
return classifier(input) | |
def gradio_predict(audio): | |
audio, rate = librosa.load(audio, sr=librosa.get_samplerate(audio)) | |
output = pipeline_predict(audio) | |
return output | |
iface = gr.Interface(fn=gradio_predict, inputs=gr.Audio(source='microphone', type='filepath'), outputs="text") | |
iface.launch(debug=True) |