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Update app.py
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app.py
CHANGED
@@ -1,19 +1,19 @@
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from transformers import WhisperTokenizer
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tokenizer = WhisperTokenizer.from_pretrained("openai/whisper-small"
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from transformers import pipeline
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import gradio as gr
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import torch
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pipe = pipeline(model="thak123/whisper-small-LDC-V1
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task="automatic-speech-recognition", tokenizer= tokenizer) # change to "your-username/the-name-you-picked"
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pipe.model.config.forced_decoder_ids = (
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def transcribe(audio):
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text = pipe(audio)["text"]
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@@ -23,6 +23,11 @@ iface = gr.Interface(
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fn=transcribe,
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inputs=gr.Audio(source="microphone", type="filepath"),
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outputs="text",
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title="Whisper Small Konkani",
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description="Realtime demo for Konkani speech recognition using a fine-tuned Whisper small model.",
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)
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from transformers import WhisperTokenizer
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tokenizer = WhisperTokenizer.from_pretrained("openai/whisper-small") #, language="marathi", task="transcribe"
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from transformers import pipeline
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import gradio as gr
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import torch
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pipe = pipeline(model="thak123/whisper-small-LDC-V1", #"thak123/whisper-small-gom",
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task="automatic-speech-recognition", tokenizer= tokenizer) # change to "your-username/the-name-you-picked"
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# pipe.model.config.forced_decoder_ids = (
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# pipe.tokenizer.get_decoder_prompt_ids(
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# language="marathi", task="transcribe"
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# )
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# )
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def transcribe(audio):
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text = pipe(audio)["text"]
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fn=transcribe,
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inputs=gr.Audio(source="microphone", type="filepath"),
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outputs="text",
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examples=[
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[os.path.join(os.path.dirname("."),"audio/chalyaami.mp3")],
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[os.path.join(os.path.dirname("."),"audio/ekdonteen.flac")],
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[os.path.join(os.path.dirname("."),"audio/heyatachadjaale.mp3")],
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],
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title="Whisper Small Konkani",
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description="Realtime demo for Konkani speech recognition using a fine-tuned Whisper small model.",
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)
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