app.py

import gradio as gr
from command import *


def downloader_conf():
    return gr.Checkbox(
        False,
        label="URL-to-Audio",
        # info="",
        container=False,
    )


def url_media_conf():
    return gr.Textbox(
        value="",
        label="Enter URL",
        placeholder="www.youtube.com/watch?v=g_9rPvbENUw",
        visible=False,
        lines=1,
    )


def url_button_conf():
    return gr.Button(
        "Go",
        variant="secondary",
        visible=False,
    )


def show_components_downloader(value_active):
    return gr.update(
        visible=value_active
    ), gr.update(
        visible=value_active
    )


def audio_conf():
    return gr.File(
        label="Audio file",
        # file_count="multiple",
        type="filepath",
        container=True,
    )


def stem_conf():
    return gr.Radio(
        choices=["vocal", "background"],
        value="vocal",
        label="Stem",
        # info="",
    )


def main_conf():
    return gr.Checkbox(
        False,
        label="Main",
        # info="",
    )


def dereverb_conf():
    return gr.Checkbox(
        False,
        label="Dereverb",
        # info="",
        visible=True,
    )


def vocal_effects_conf():
    return gr.Checkbox(
        False,
        label="Vocal Effects",
        # info="",
        visible=True,
    )


def background_effects_conf():
    return gr.Checkbox(
        False,
        label="Background Effects",
        # info="",
        visible=False,
    )


def vocal_reverb_room_size_conf():
    return gr.Number(
        0.15,
        label="Vocal Reverb Room Size",
        minimum=0.0,
        maximum=1.0,
        step=0.05,
        visible=True,
    )


def vocal_reverb_damping_conf():
    return gr.Number(
        0.7,
        label="Vocal Reverb Damping",
        minimum=0.0,
        maximum=1.0,
        step=0.01,
        visible=True,
    )


def vocal_reverb_wet_level_conf():
    return gr.Number(
        0.2,
        label="Vocal Reverb Wet Level",
        minimum=0.0,
        maximum=1.0,
        step=0.05,
        visible=True,
    )


def vocal_reverb_dryness_level_conf():
    return gr.Number(
        0.8,
        label="Vocal Reverb Dryness Level",
        minimum=0.0,
        maximum=1.0,
        step=0.05,
        visible=True,
    )


def vocal_delay_seconds_conf():
    return gr.Number(
        0.,
        label="Vocal Delay Seconds",
        minimum=0.0,
        maximum=1.0,
        step=0.01,
        visible=True,
    )


def vocal_delay_mix_conf():
    return gr.Number(
        0.,
        label="Vocal Delay Mix",
        minimum=0.0,
        maximum=1.0,
        step=0.01,
        visible=True,
    )


def vocal_compressor_threshold_db_conf():
    return gr.Number(
        -15,
        label="Vocal Compressor Threshold (dB)",
        minimum=-60,
        maximum=0,
        step=1,
        visible=True,
    )


def vocal_compressor_ratio_conf():
    return gr.Number(
        4.,
        label="Vocal Compressor Ratio",
        minimum=0,
        maximum=20,
        step=0.1,
        visible=True,
    )


def vocal_compressor_attack_ms_conf():
    return gr.Number(
        1.0,
        label="Vocal Compressor Attack (ms)",
        minimum=0,
        maximum=1000,
        step=1,
        visible=True,
    )


def vocal_compressor_release_ms_conf():
    return gr.Number(
        100,
        label="Vocal Compressor Release (ms)",
        minimum=0,
        maximum=3000,
        step=1,
        visible=True,
    )


def vocal_gain_db_conf():
    return gr.Number(
        0,
        label="Vocal Gain (dB)",
        minimum=-40,
        maximum=40,
        step=1,
        visible=True,
    )


def background_highpass_freq_conf():
    return gr.Number(
        120,
        label="Background Highpass Frequency (Hz)",
        minimum=0,
        maximum=1000,
        step=1,
        visible=True,
    )


def background_lowpass_freq_conf():
    return gr.Number(
        11000,
        label="Background Lowpass Frequency (Hz)",
        minimum=0,
        maximum=20000,
        step=1,
        visible=True,
    )


def background_reverb_room_size_conf():
    return gr.Number(
        0.1,
        label="Background Reverb Room Size",
        minimum=0.0,
        maximum=1.0,
        step=0.1,
        visible=True,
    )


def background_reverb_damping_conf():
    return gr.Number(
        0.5,
        label="Background Reverb Damping",
        minimum=0.0,
        maximum=1.0,
        step=0.1,
        visible=True,
    )


def background_reverb_wet_level_conf():
    return gr.Number(
        0.25,
        label="Background Reverb Wet Level",
        minimum=0.0,
        maximum=1.0,
        step=0.05,
        visible=True,
    )


def background_compressor_threshold_db_conf():
    return gr.Number(
        -15,
        label="Background Compressor Threshold (dB)",
        minimum=-60,
        maximum=0,
        step=1,
        visible=True,
    )


def background_compressor_ratio_conf():
    return gr.Number(
        4.,
        label="Background Compressor Ratio",
        minimum=0,
        maximum=20,
        step=0.1,
        visible=True,
    )


def background_compressor_attack_ms_conf():
    return gr.Number(
        15,
        label="Background Compressor Attack (ms)",
        minimum=0,
        maximum=1000,
        step=1,
        visible=True,
    )


def background_compressor_release_ms_conf():
    return gr.Number(
        60,
        label="Background Compressor Release (ms)",
        minimum=0,
        maximum=3000,
        step=1,
        visible=True,
    )


def background_gain_db_conf():
    return gr.Number(
        0,
        label="Background Gain (dB)",
        minimum=-40,
        maximum=40,
        step=1,
        visible=True,
    )


def button_conf():
    return gr.Button(
        "Inference",
        variant="primary",
    )


def output_conf():
    return gr.File(
        label="Result",
        file_count="multiple",
        interactive=False,
    )


def show_vocal_components(value_name):

    if value_name == "vocal":
        return gr.update(visible=True), gr.update(
            visible=True
        ), gr.update(visible=True), gr.update(
            visible=False
        )
    else:
        return gr.update(visible=False), gr.update(
            visible=False
        ), gr.update(visible=False), gr.update(
            visible=True
        )


def get_gui(theme):
    with gr.Blocks(theme="hev832/Applio") as app:
        gr.Markdown(title)
        with gr.Accordion("read this", open=False):
            gr.Markdown(description)

        downloader_gui = downloader_conf()
        with gr.Row():
            with gr.Column(scale=2):
                url_media_gui = url_media_conf()
            with gr.Column(scale=1):
                url_button_gui = url_button_conf()

        downloader_gui.change(
            show_components_downloader,
            [downloader_gui],
            [url_media_gui, url_button_gui]
        )

        aud = audio_conf()

        url_button_gui.click(
            audio_downloader,
            [url_media_gui],
            [aud]
        )

        with gr.Column():
            with gr.Row():
                stem_gui = stem_conf()

        with gr.Column():
            with gr.Row():
                main_gui = main_conf()
                dereverb_gui = dereverb_conf()
                vocal_effects_gui = vocal_effects_conf()
                background_effects_gui = background_effects_conf()

            # with gr.Column():
            with gr.Accordion("Vocal Effects Parameters", open=False): # with gr.Row():
                # gr.Label("Vocal Effects Parameters")
                with gr.Row():
                    vocal_reverb_room_size_gui = vocal_reverb_room_size_conf()
                    vocal_reverb_damping_gui = vocal_reverb_damping_conf()
                    vocal_reverb_dryness_gui = vocal_reverb_dryness_level_conf()
                    vocal_reverb_wet_level_gui = vocal_reverb_wet_level_conf()
                    vocal_delay_seconds_gui = vocal_delay_seconds_conf()
                    vocal_delay_mix_gui = vocal_delay_mix_conf()
                    vocal_compressor_threshold_db_gui = vocal_compressor_threshold_db_conf()
                    vocal_compressor_ratio_gui = vocal_compressor_ratio_conf()
                    vocal_compressor_attack_ms_gui = vocal_compressor_attack_ms_conf()
                    vocal_compressor_release_ms_gui = vocal_compressor_release_ms_conf()
                    vocal_gain_db_gui = vocal_gain_db_conf()

            with gr.Accordion("Background Effects Parameters", open=False): # with gr.Row():
                # gr.Label("Background Effects Parameters")
                with gr.Row():
                    background_highpass_freq_gui = background_highpass_freq_conf()
                    background_lowpass_freq_gui = background_lowpass_freq_conf()
                    background_reverb_room_size_gui = background_reverb_room_size_conf()
                    background_reverb_damping_gui = background_reverb_damping_conf()
                    background_reverb_wet_level_gui = background_reverb_wet_level_conf()
                    background_compressor_threshold_db_gui = background_compressor_threshold_db_conf()
                    background_compressor_ratio_gui = background_compressor_ratio_conf()
                    background_compressor_attack_ms_gui = background_compressor_attack_ms_conf()
                    background_compressor_release_ms_gui = background_compressor_release_ms_conf()
                    background_gain_db_gui = background_gain_db_conf()

            stem_gui.change(
                show_vocal_components,
                [stem_gui],
                [main_gui, dereverb_gui, vocal_effects_gui, background_effects_gui],
            )

        button_base = button_conf()
        output_base = output_conf()

        button_base.click(
            sound_separate,
            inputs=[
                aud,
                stem_gui,
                main_gui,
                dereverb_gui,
                vocal_effects_gui,
                background_effects_gui,
                vocal_reverb_room_size_gui, vocal_reverb_damping_gui, vocal_reverb_dryness_gui, vocal_reverb_wet_level_gui,
                vocal_delay_seconds_gui, vocal_delay_mix_gui, vocal_compressor_threshold_db_gui, vocal_compressor_ratio_gui,
                vocal_compressor_attack_ms_gui, vocal_compressor_release_ms_gui, vocal_gain_db_gui,
                background_highpass_freq_gui, background_lowpass_freq_gui, background_reverb_room_size_gui,
                background_reverb_damping_gui, background_reverb_wet_level_gui, background_compressor_threshold_db_gui,
                background_compressor_ratio_gui, background_compressor_attack_ms_gui, background_compressor_release_ms_gui,
                background_gain_db_gui,
            ],
            outputs=[output_base],
        )

        

    return app


if __name__ == "__main__":

    for id_model in UVR_MODELS:
        download_manager(
            os.path.join(MDX_DOWNLOAD_LINK, id_model), mdxnet_models_dir
        )

    app = get_gui(theme)

    app.queue(default_concurrency_limit=40)

    app.launch(
        max_threads=40,
        share=True,
        show_error=True,
        quiet=False,
        debug=True,
    )