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0cd73e9
1
Parent(s):
7304960
Debugging
Browse files
app.py
CHANGED
@@ -7,7 +7,7 @@ import requests
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from datetime import datetime
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import tempfile
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from gtts import gTTS
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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@@ -45,7 +45,7 @@ def save_to_supabase(input_text, output_text, direction):
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response = requests.post(f"{SUPABASE_URL}/rest/v1/{table}", json=payload, headers=headers)
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return "β
Saved successfully!" if response.status_code == 201 else "β Failed to save."
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except Exception as e:
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return "β Save error."
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def get_translation_history(direction):
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@@ -62,11 +62,11 @@ def get_translation_history(direction):
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return "\n\n".join([f"Input: {r['input_text']} β Output: {r['output_text']}" for r in data])
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return "Failed to load history."
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except Exception as e:
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return "Error loading history."
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# --- Translation ---
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def translate(text, direction):
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if not text.strip():
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return "Enter some text.", None
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@@ -84,9 +84,15 @@ def translate(text, direction):
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output = model.generate(**tokens, max_length=256, num_beams=5)
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result = tokenizer.batch_decode(output, skip_special_tokens=True)
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final = ip.postprocess_batch(result, lang=tgt_lang)[0]
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except Exception as e:
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return "β οΈ Translation failed.", None
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# --- TTS for English output ---
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@@ -97,28 +103,36 @@ def synthesize_tts(text):
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tts.save(f.name)
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return f.name
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except Exception as e:
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return None
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# --- STT
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def
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if direction != "en_to_ks":
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return "β οΈ Audio input is only supported for English to Kashmiri.", "", None
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try:
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transcription = asr(audio_path)["text"]
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except Exception as e:
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return "β οΈ Transcription failed
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# --- Switch UI direction ---
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def switch_direction(direction, input_text_val, output_text_val):
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@@ -145,23 +159,24 @@ with gr.Blocks() as interface:
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history = gr.Textbox(label="Translation History", lines=8, interactive=False)
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with gr.Row():
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audio_input = gr.Audio(type="filepath", label="ποΈ Record English audio")
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audio_output = gr.Audio(label="π English TTS", interactive=False)
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# Events
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translate_button.click(
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fn=translate,
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inputs=[input_text, translation_direction],
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outputs=[output_text, audio_output]
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)
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tts_button.click(
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fn=
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inputs=[
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outputs=audio_output
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)
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save_button.click(
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@@ -181,9 +196,9 @@ with gr.Blocks() as interface:
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)
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stt_button.click(
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fn=
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inputs=[audio_input, translation_direction],
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outputs=[input_text, output_text
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)
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if __name__ == "__main__":
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from datetime import datetime
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import tempfile
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from gtts import gTTS
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+
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DEVICE = "cuda" if torch.cuda.is_available() else "cpu"
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response = requests.post(f"{SUPABASE_URL}/rest/v1/{table}", json=payload, headers=headers)
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return "β
Saved successfully!" if response.status_code == 201 else "β Failed to save."
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except Exception as e:
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logging.error("Save error: %s", e)
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return "β Save error."
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def get_translation_history(direction):
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return "\n\n".join([f"Input: {r['input_text']} β Output: {r['output_text']}" for r in data])
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return "Failed to load history."
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except Exception as e:
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logging.error("History error: %s", e)
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return "Error loading history."
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# --- Translation with TTS integration ---
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def translate(text, direction, generate_tts=False):
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if not text.strip():
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return "Enter some text.", None
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output = model.generate(**tokens, max_length=256, num_beams=5)
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result = tokenizer.batch_decode(output, skip_special_tokens=True)
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final = ip.postprocess_batch(result, lang=tgt_lang)[0]
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# Generate TTS for KSβEN direction if requested
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audio_path = None
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if generate_tts and direction == "ks_to_en":
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audio_path = synthesize_tts(final)
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return final, audio_path
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except Exception as e:
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logging.error("Translation error: %s", e)
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return "β οΈ Translation failed.", None
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# --- TTS for English output ---
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tts.save(f.name)
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return f.name
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except Exception as e:
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logging.error("TTS error: %s", e)
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return None
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# --- STT for English audio ---
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def transcribe_audio(audio_path):
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try:
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if not audio_path:
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return None, "No audio file provided"
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# Convert to mono if needed
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if isinstance(audio_path, tuple):
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audio_path = audio_path[1] # Gradio returns (sample_rate, audio_data)
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transcription = asr(audio_path)["text"]
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return transcription, None
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except Exception as e:
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logging.error("STT error: %s", e)
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return None, f"β οΈ Transcription failed: {str(e)}"
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# --- Handle audio translation ---
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def handle_audio_translation(audio_path, direction):
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if direction != "en_to_ks":
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return "β οΈ Audio input is only supported for English to Kashmiri.", "", None
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transcription, error = transcribe_audio(audio_path)
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if error:
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return error, "", None
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translated, _ = translate(transcription, direction)
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return "", transcription, translated
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# --- Switch UI direction ---
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def switch_direction(direction, input_text_val, output_text_val):
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history = gr.Textbox(label="Translation History", lines=8, interactive=False)
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with gr.Row():
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audio_input = gr.Audio(type="filepath", label="ποΈ Record English audio", sources=["microphone"])
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audio_output = gr.Audio(label="π English TTS", interactive=False)
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with gr.Row():
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stt_button = gr.Button("π€ Transcribe & Translate (EN β KS)")
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tts_button = gr.Button("π Translate & Speak (KS β EN)")
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# Events
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translate_button.click(
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fn=translate,
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inputs=[input_text, translation_direction, gr.State(False)],
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outputs=[output_text, audio_output]
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)
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tts_button.click(
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fn=translate,
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inputs=[input_text, translation_direction, gr.State(True)],
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outputs=[output_text, audio_output]
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)
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save_button.click(
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)
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stt_button.click(
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fn=handle_audio_translation,
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inputs=[audio_input, translation_direction],
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outputs=[save_status, input_text, output_text]
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)
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if __name__ == "__main__":
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