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Dua Rajper commited on
Update app.py
Browse files
app.py
CHANGED
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@@ -82,7 +82,7 @@ if webrtc_ctx.audio_processor:
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speech, _ = sf.read("recorded_audio.wav")
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output = stt_pipe(speech) # Transcribe with timestamps
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#
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st.write("Transcribed Text:", output['text'])
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# Display the text with timestamps (optional)
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@@ -93,17 +93,30 @@ if webrtc_ctx.audio_processor:
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# Generate response using Groq API
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try:
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chat_completion = groq_client.chat.completions.create(
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messages=[{"role": "user", "content": output['text']}],
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model="mixtral-8x7b-32768",
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temperature=0.5,
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max_tokens=1024
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)
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response = chat_completion.choices[0].message.content
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st.write("Generated Response:", response)
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# Convert response to speech
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speech, *_ = tts_model(response, spembs=tts_model.spembs[0]) # Use the first speaker embedding
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sf.write("response.wav", speech, 22050)
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st.audio("response.wav")
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except Exception as e:
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speech, _ = sf.read("recorded_audio.wav")
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output = stt_pipe(speech) # Transcribe with timestamps
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# Debug: Print the transcribed text
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st.write("Transcribed Text:", output['text'])
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# Display the text with timestamps (optional)
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# Generate response using Groq API
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try:
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# Debug: Print the input text
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st.write("Input Text:", output['text'])
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chat_completion = groq_client.chat.completions.create(
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messages=[{"role": "user", "content": output['text']}],
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model="mixtral-8x7b-32768",
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temperature=0.5,
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max_tokens=1024
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)
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# Debug: Print the API response
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st.write("API Response:", chat_completion)
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# Extract the generated response
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response = chat_completion.choices[0].message.content
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st.write("Generated Response:", response)
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# Convert response to speech
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speech, *_ = tts_model(response, spembs=tts_model.spembs[0]) # Use the first speaker embedding
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# Debug: Print the TTS output
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st.write("TTS Output:", speech)
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# Save and play the speech
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sf.write("response.wav", speech, 22050)
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st.audio("response.wav")
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except Exception as e:
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