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Update app.py
Browse files
app.py
CHANGED
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@@ -181,225 +181,225 @@ def generate_audio(
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selected_pipeline.off_progress()
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# Interface
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with gr.Blocks() as demo:
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with gr.Row(equal_height=True):
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pipeline_choice = gr.Dropdown(
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choices=pipeline_names,
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value=pipeline_names[0],
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label="Zonos Model Variant",
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)
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language = gr.Dropdown(
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choices=supported_language_codes,
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value="en-us",
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label="Language",
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)
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with gr.Row():
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if not is_hf_spaces:
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limit_text = "Unlimited"
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else:
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limit_text = f"Up to {max_characters}"
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text = gr.Textbox(
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label=f"Speech Text ({limit_text} Characters)",
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value="Zonos is a state-of-the-art text-to-speech model that generates expressive and natural-sounding audio with robust customization options.",
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lines=4,
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max_lines=20,
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max_length=max_characters if is_hf_spaces else None,
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)
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with gr.Row():
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generate_button = gr.Button("Generate Audio")
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with gr.Row():
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output_audio = gr.Audio(label="Generated Audio", type="numpy", autoplay=True)
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with gr.Row():
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gr.Markdown("## Long-Form Parameters")
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with gr.Column(variant="panel"):
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with gr.Row(equal_height=True):
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label="Optional
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type="filepath",
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)
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)
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fn=update_ui,
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inputs=[pipeline_choice],
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outputs=[
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vq_score_row,
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emotion_row,
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fmax_row,
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pitch_row,
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speaking_rate_row,
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dnsmos_row,
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speaker_noised_checkbox,
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],
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)
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# Trigger UI update on load
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demo.load(
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fn=update_ui,
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inputs=[pipeline_choice],
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outputs=[
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vq_score_row,
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emotion_row,
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fmax_row,
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pitch_row,
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speaking_rate_row,
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dnsmos_row,
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speaker_noised_checkbox,
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],
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)
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# Generate audio on button click
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generate_button.click(
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fn=generate_audio,
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inputs=[
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pipeline_choice,
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text,
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language,
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speaker_audio,
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prefix_audio,
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emotion1,
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emotion2,
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emotion3,
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emotion4,
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emotion5,
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emotion6,
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emotion7,
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emotion8,
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vq_single_slider,
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fmax_slider,
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pitch_std_slider,
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speaking_rate_slider,
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dnsmos_slider,
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speaker_noised_checkbox,
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cfg_scale_slider,
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min_p_slider,
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seed_number,
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max_chunk_length,
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cross_fade_duration,
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punctuation_pause_duration,
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target_rms,
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randomize_seed_toggle,
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dnsmos_uncond,
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vq_uncond,
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fmax_uncond,
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pitch_uncond,
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speaking_rate_uncond,
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emotion_uncond,
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speaker_uncond,
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],
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outputs=[output_audio, seed_number],
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)
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demo.launch(server_name="0.0.0.0", server_port=7860, share=False, ssr_mode=False)
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selected_pipeline.off_progress()
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# Interface
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if __name__ == "__main__":
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with gr.Blocks() as demo:
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with gr.Row():
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with gr.Column(scale=3):
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gr.Markdown(header_markdown)
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gr.Image(
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value="https://raw.githubusercontent.com/Zyphra/Zonos/refs/heads/main/assets/ZonosHeader.png",
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container=False,
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interactive=False,
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show_label=False,
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show_share_button=False,
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show_fullscreen_button=False,
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show_download_button=False,
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)
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with gr.Row(equal_height=True):
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pipeline_choice = gr.Dropdown(
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choices=pipeline_names,
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value=pipeline_names[0],
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label="Zonos Model Variant",
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)
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language = gr.Dropdown(
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choices=supported_language_codes,
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value="en-us",
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label="Language",
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)
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with gr.Row():
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if not is_hf_spaces:
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limit_text = "Unlimited"
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else:
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limit_text = f"Up to {max_characters}"
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text = gr.Textbox(
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label=f"Speech Text ({limit_text} Characters)",
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value="Zonos is a state-of-the-art text-to-speech model that generates expressive and natural-sounding audio with robust customization options.",
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lines=4,
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max_lines=20,
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max_length=max_characters if is_hf_spaces else None,
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)
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with gr.Row():
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generate_button = gr.Button("Generate Audio")
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with gr.Row():
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output_audio = gr.Audio(label="Generated Audio", type="numpy", autoplay=True)
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with gr.Row():
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gr.Markdown("## Long-Form Parameters")
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with gr.Column(variant="panel"):
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with gr.Row(equal_height=True):
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max_chunk_length = gr.Slider(
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1, 300, 150, 1, label="Max Chunk Length (Characters)",
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info="The maximum number of characters to generate in a single chunk. Zonos itself has a much higher limit than this, but consistency breaks down as you go past ~200 characters or so."
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)
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target_rms = gr.Slider(
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0.0, 1.0, 0.10, 0.01, label="Target RMS",
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info="The target RMS (root-mean-square) amplitude for the generated audio. Each chunk will have its loudness normalized to this value to ensure consistent volume levels."
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)
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with gr.Row(equal_height=True):
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punctuation_pause_duration = gr.Slider(
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0, 1, 0.10, 0.01, label="Punctuation Pause Duration (Seconds)",
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info="Pause duration to add after a chunk that ends with punctuation. Full-stop punctuation (periods) will have the entire length, while shorter pauses will use half of this duration."
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)
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cross_fade_duration = gr.Slider(
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0, 1, 0.15, 0.01, label="Chunk Cross-Fade Duration (Seconds)",
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info="The duration of the cross-fade between chunks. This helps to smooth out transitions between chunks. In general, this should be set to a value greater than the pause duration."
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)
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with gr.Row():
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gr.Markdown("## Generation Parameters")
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with gr.Row(variant="panel", equal_height=True):
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with gr.Column():
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prefix_audio = gr.Audio(
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label="Optional Prefix Audio (continue from this audio)",
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type="filepath",
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)
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with gr.Column(scale=3):
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cfg_scale_slider = gr.Slider(1.0, 5.0, 2.0, 0.1, label="CFG Scale")
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min_p_slider = gr.Slider(0.0, 1.0, 0.15, 0.01, label="Min P")
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seed_number = gr.Number(label="Seed", value=6475309, precision=0)
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randomize_seed_toggle = gr.Checkbox(label="Randomize Seed", value=True)
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with gr.Row():
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gr.Markdown(
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"## Conditioning Parameters\nAll of these types of conditioning are optional and can be disabled."
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)
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with gr.Row(variant="panel", equal_height=True) as speaker_row:
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with gr.Column():
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speaker_uncond = gr.Checkbox(label="Skip Speaker")
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speaker_noised_checkbox = gr.Checkbox(label="Denoise Speaker", value=False)
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speaker_audio = gr.Audio(
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label="Optional Speaker Audio (for cloning)",
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type="filepath",
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scale=3,
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)
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with gr.Row(variant="panel", equal_height=True) as emotion_row:
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emotion_uncond = gr.Checkbox(label="Skip Emotion")
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with gr.Column(scale=3):
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with gr.Row():
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emotion1 = gr.Slider(0.0, 1.0, 0.307, 0.001, label="Happiness")
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emotion2 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Sadness")
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emotion3 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Disgust")
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emotion4 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Fear")
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with gr.Row():
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emotion5 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Surprise")
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emotion6 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Anger")
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emotion7 = gr.Slider(0.0, 1.0, 0.025, 0.001, label="Other")
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emotion8 = gr.Slider(0.0, 1.0, 0.307, 0.001, label="Neutral")
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with gr.Row(variant="panel", equal_height=True) as dnsmos_row:
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dnsmos_uncond = gr.Checkbox(label="Skip DNSMOS")
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dnsmos_slider = gr.Slider(
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1.0,
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5.0,
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value=4.0,
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step=0.1,
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label="Deep Noise Suppression Mean Opinion Score [arXiv 2010.15258]",
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scale=3,
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)
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with gr.Row(variant="panel", equal_height=True) as vq_score_row:
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vq_uncond = gr.Checkbox(label="Skip VQScore")
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vq_single_slider = gr.Slider(
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0.5, 0.8, 0.78, 0.01, label="VQScore [arXiv 2402.16321]", scale=3
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)
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with gr.Row(variant="panel", equal_height=True) as fmax_row:
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fmax_uncond = gr.Checkbox(label="Skip Fmax")
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fmax_slider = gr.Slider(
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0, 22050, value=22050, step=1, label="Fmax (Hz)", scale=3
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)
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with gr.Row(variant="panel", equal_height=True) as pitch_row:
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pitch_uncond = gr.Checkbox(label="Skip Pitch")
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pitch_std_slider = gr.Slider(
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0.0, 300.0, value=20.0, step=1, label="Pitch Standard Deviation", scale=3
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)
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| 328 |
+
with gr.Row(variant="panel", equal_height=True) as speaking_rate_row:
|
| 329 |
+
speaking_rate_uncond = gr.Checkbox(label="Skip Speaking Rate")
|
| 330 |
+
speaking_rate_slider = gr.Slider(
|
| 331 |
+
5.0, 30.0, value=15.0, step=0.5, label="Speaking Rate", scale=3
|
| 332 |
+
)
|
| 333 |
+
|
| 334 |
+
pipeline_choice.change(
|
| 335 |
+
fn=update_ui,
|
| 336 |
+
inputs=[pipeline_choice],
|
| 337 |
+
outputs=[
|
| 338 |
+
vq_score_row,
|
| 339 |
+
emotion_row,
|
| 340 |
+
fmax_row,
|
| 341 |
+
pitch_row,
|
| 342 |
+
speaking_rate_row,
|
| 343 |
+
dnsmos_row,
|
| 344 |
+
speaker_noised_checkbox,
|
| 345 |
+
],
|
| 346 |
)
|
| 347 |
+
|
| 348 |
+
# Trigger UI update on load
|
| 349 |
+
demo.load(
|
| 350 |
+
fn=update_ui,
|
| 351 |
+
inputs=[pipeline_choice],
|
| 352 |
+
outputs=[
|
| 353 |
+
vq_score_row,
|
| 354 |
+
emotion_row,
|
| 355 |
+
fmax_row,
|
| 356 |
+
pitch_row,
|
| 357 |
+
speaking_rate_row,
|
| 358 |
+
dnsmos_row,
|
| 359 |
+
speaker_noised_checkbox,
|
| 360 |
+
],
|
| 361 |
)
|
| 362 |
+
|
| 363 |
+
# Generate audio on button click
|
| 364 |
+
generate_button.click(
|
| 365 |
+
fn=generate_audio,
|
| 366 |
+
inputs=[
|
| 367 |
+
pipeline_choice,
|
| 368 |
+
text,
|
| 369 |
+
language,
|
| 370 |
+
speaker_audio,
|
| 371 |
+
prefix_audio,
|
| 372 |
+
emotion1,
|
| 373 |
+
emotion2,
|
| 374 |
+
emotion3,
|
| 375 |
+
emotion4,
|
| 376 |
+
emotion5,
|
| 377 |
+
emotion6,
|
| 378 |
+
emotion7,
|
| 379 |
+
emotion8,
|
| 380 |
+
vq_single_slider,
|
| 381 |
+
fmax_slider,
|
| 382 |
+
pitch_std_slider,
|
| 383 |
+
speaking_rate_slider,
|
| 384 |
+
dnsmos_slider,
|
| 385 |
+
speaker_noised_checkbox,
|
| 386 |
+
cfg_scale_slider,
|
| 387 |
+
min_p_slider,
|
| 388 |
+
seed_number,
|
| 389 |
+
max_chunk_length,
|
| 390 |
+
cross_fade_duration,
|
| 391 |
+
punctuation_pause_duration,
|
| 392 |
+
target_rms,
|
| 393 |
+
randomize_seed_toggle,
|
| 394 |
+
dnsmos_uncond,
|
| 395 |
+
vq_uncond,
|
| 396 |
+
fmax_uncond,
|
| 397 |
+
pitch_uncond,
|
| 398 |
+
speaking_rate_uncond,
|
| 399 |
+
emotion_uncond,
|
| 400 |
+
speaker_uncond,
|
| 401 |
+
],
|
| 402 |
+
outputs=[output_audio, seed_number],
|
| 403 |
)
|
| 404 |
+
|
| 405 |
+
demo.launch(server_name="0.0.0.0", server_port=7860, share=False, ssr_mode=False)
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