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| import gradio as gr | |
| import spaces | |
| from audio_separator.separator import Separator | |
| separator = Separator() | |
| roformer_models = { | |
| 'BS-Roformer-Viperx-1297.ckpt': 'model_bs_roformer_ep_317_sdr_12.9755.ckpt', | |
| 'BS-Roformer-Viperx-1296.ckpt': 'model_bs_roformer_ep_368_sdr_12.9628.ckpt', | |
| 'BS-Roformer-Viperx-1053.ckpt': 'model_bs_roformer_ep_937_sdr_10.5309.ckpt', | |
| 'Mel-Roformer-Viperx-1143.ckpt': 'model_mel_band_roformer_ep_3005_sdr_11.4360.ckpt' | |
| } | |
| mdx23c_models = [ | |
| 'MDX23C_D1581.ckpt', | |
| 'MDX23C-8KFFT-InstVoc_HQ.ckpt', | |
| 'MDX23C-8KFFT-InstVoc_HQ_2.ckpt', | |
| ] | |
| mdxnet_models = [ | |
| 'UVR-MDX-NET-Inst_full_292.onnx', | |
| 'UVR-MDX-NET_Inst_187_beta.onnx', | |
| 'UVR-MDX-NET_Inst_82_beta.onnx', | |
| 'UVR-MDX-NET_Inst_90_beta.onnx', | |
| 'UVR-MDX-NET_Main_340.onnx', | |
| 'UVR-MDX-NET_Main_390.onnx', | |
| 'UVR-MDX-NET_Main_406.onnx', | |
| 'UVR-MDX-NET_Main_427.onnx', | |
| 'UVR-MDX-NET_Main_438.onnx', | |
| 'UVR-MDX-NET-Inst_HQ_1.onnx', | |
| 'UVR-MDX-NET-Inst_HQ_2.onnx', | |
| 'UVR-MDX-NET-Inst_HQ_3.onnx', | |
| 'UVR-MDX-NET-Inst_HQ_4.onnx', | |
| 'UVR_MDXNET_Main.onnx', | |
| 'UVR-MDX-NET-Inst_Main.onnx', | |
| 'UVR_MDXNET_1_9703.onnx', | |
| 'UVR_MDXNET_2_9682.onnx', | |
| 'UVR_MDXNET_3_9662.onnx', | |
| 'UVR-MDX-NET-Inst_1.onnx', | |
| 'UVR-MDX-NET-Inst_2.onnx', | |
| 'UVR-MDX-NET-Inst_3.onnx', | |
| 'UVR_MDXNET_KARA.onnx', | |
| 'UVR_MDXNET_KARA_2.onnx', | |
| 'UVR_MDXNET_9482.onnx', | |
| 'UVR-MDX-NET-Voc_FT.onnx', | |
| 'Kim_Vocal_1.onnx', | |
| 'Kim_Vocal_2.onnx', | |
| 'Kim_Inst.onnx', | |
| 'Reverb_HQ_By_FoxJoy.onnx', | |
| 'UVR-MDX-NET_Crowd_HQ_1.onnx', | |
| 'kuielab_a_vocals.onnx', | |
| 'kuielab_a_other.onnx', | |
| 'kuielab_a_bass.onnx', | |
| 'kuielab_a_drums.onnx', | |
| 'kuielab_b_vocals.onnx', | |
| 'kuielab_b_other.onnx', | |
| 'kuielab_b_bass.onnx', | |
| 'kuielab_b_drums.onnx', | |
| ] | |
| vrarch_models = [ | |
| '1_HP-UVR.pth', | |
| '2_HP-UVR.pth', | |
| '3_HP-Vocal-UVR.pth', | |
| '4_HP-Vocal-UVR.pth', | |
| '5_HP-Karaoke-UVR.pth', | |
| '6_HP-Karaoke-UVR.pth', | |
| '7_HP2-UVR.pth', | |
| '8_HP2-UVR.pth', | |
| '9_HP2-UVR.pth', | |
| '10_SP-UVR-2B-32000-1.pth', | |
| '11_SP-UVR-2B-32000-2.pth', | |
| '12_SP-UVR-3B-44100.pth', | |
| '13_SP-UVR-4B-44100-1.pth', | |
| '14_SP-UVR-4B-44100-2.pth', | |
| '15_SP-UVR-MID-44100-1.pth', | |
| '16_SP-UVR-MID-44100-2.pth', | |
| '17_HP-Wind_Inst-UVR.pth', | |
| 'UVR-De-Echo-Aggressive.pth', | |
| 'UVR-De-Echo-Normal.pth', | |
| 'UVR-DeEcho-DeReverb.pth', | |
| 'UVR-DeNoise-Lite.pth', | |
| 'UVR-DeNoise.pth', | |
| 'UVR-BVE-4B_SN-44100-1.pth', | |
| 'MGM_HIGHEND_v4.pth', | |
| 'MGM_LOWEND_A_v4.pth', | |
| 'MGM_LOWEND_B_v4.pth', | |
| 'MGM_MAIN_v4.pth', | |
| ] | |
| demucs_models = [ | |
| 'htdemucs_ft.yaml', | |
| 'htdemucs.yaml', | |
| 'hdemucs_mmi.yaml', | |
| ] | |
| def roformer_separator(audio, checkpoint_name): | |
| full_checkpoint_name = roformer_models[checkpoint_name] | |
| separator.load_model(full_checkpoint_name) | |
| output_files = separator.separate(audio) | |
| stem1 = output_files[0] | |
| stem2 = output_files[1] | |
| return stem1, stem2 | |
| def mdx_vr_separator(audio, checkpoint_name): | |
| separator.load_model(checkpoint_name) | |
| output_files = separator.separate(audio) | |
| stem1 = output_files[0] | |
| stem2 = output_files[1] | |
| return stem1, stem2 | |
| def demucs_separator(audio, checkpoint_name): | |
| separator.load_model(checkpoint_name) | |
| output_files = separator.separate(audio) | |
| stem1 = output_files[0] | |
| stem2 = output_files[1] | |
| stem3 = output_files[2] | |
| stem4 = output_files[3] | |
| return stem1, stem2, stem3, stem4 | |
| with gr.Blocks(title="🎵 UVR5 UI 🎵") as demo: | |
| gr.Markdown("<h1> 🎵 UVR5 UI 🎵 </h1>") | |
| with gr.Tab("Vocal Separator (UVR)"): | |
| gr.Markdown("Separate vocals and instruments from an audio file using UVR models.") | |
| with gr.Tab("Mel/BS Roformer"): | |
| roformer_audio_file = gr.Audio(label="Audio File", type="filepath") | |
| with gr.Row(): | |
| roformer_model = gr.Dropdown(label="Model", choices=list(roformer_models.keys())) | |
| roformer_button = gr.Button("Separate", variant="primary") | |
| roformer_stem1 = gr.Audio(type="filepath", label="Stem 1") | |
| roformer_stem2 = gr.Audio(type="filepath", label="Stem 2") | |
| roformer_button.click(roformer_separator, [roformer_audio_file, roformer_model], [roformer_stem1, roformer_stem2]) | |
| with gr.Tab("MDX23C"): | |
| mdx23c_audio_file = gr.Audio(label="Audio File", type="filepath") | |
| with gr.Row(): | |
| mdx23c_model = gr.Dropdown(label="Model", choices=mdx23c_models) | |
| mdx23c_button = gr.Button("Separate", variant="primary") | |
| mdx23c_stem1 = gr.Audio(type="filepath", label="Stem 1") | |
| mdx23c_stem2 = gr.Audio(type="filepath", label="Stem 2") | |
| mdx23c_button.click(mdx_vr_separator, [mdx23c_audio_file, mdx23c_model], [mdx23c_stem1, mdx23c_stem2]) | |
| with gr.Tab("MDX-NET"): | |
| mdxnet_audio_file = gr.Audio(label="Audio File", type="filepath") | |
| with gr.Row(): | |
| mdxnet_model = gr.Dropdown(label="Model", choices=mdxnet_models) | |
| mdxnet_button = gr.Button("Separate", variant="primary") | |
| mdxnet_stem1 = gr.Audio(type="filepath", label="Stem 1") | |
| mdxnet_stem2 = gr.Audio(type="filepath", label="Stem 2") | |
| mdxnet_button.click(mdx_vr_separator, [mdxnet_audio_file, mdxnet_model], [mdxnet_stem1, mdxnet_stem2]) | |
| with gr.Tab("VR-ARCH"): | |
| vr_audio_file = gr.Audio(label="Audio File", type="filepath") | |
| with gr.Row(): | |
| vr_model = gr.Dropdown(label="Model", choices=vrarch_models) | |
| vr_button = gr.Button("Separate", variant="primary") | |
| vr_stem1 = gr.Audio(type="filepath", label="Stem 1") | |
| vr_stem2 = gr.Audio(type="filepath", label="Stem 2") | |
| vr_button.click(mdx_vr_separator, [vr_audio_file, vr_model], [vr_stem1, vr_stem2]) | |
| with gr.Tab("Demucs"): | |
| demucs_audio_file = gr.Audio(label="Audio File", type="filepath") | |
| with gr.Row(): | |
| demucs_model = gr.Dropdown(label="Model", choices=demucs_models) | |
| demucs_button = gr.Button("Separate", variant="primary") | |
| demucs_stem1 = gr.Audio(type="filepath", label="Stem 1") | |
| demucs_stem2 = gr.Audio(type="filepath", label="Stem 2") | |
| demucs_stem3 = gr.Audio(type="filepath", label="Stem 3") | |
| demucs_stem4 = gr.Audio(type="filepath", label="Stem 4") | |
| demucs_button.click(demucs_separator, [demucs_audio_file, demucs_model], [demucs_stem1, demucs_stem2, demucs_stem3, demucs_stem4]) | |
| demo.launch() |