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README.md
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---
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title:
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emoji:
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colorFrom: red
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colorTo: gray
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sdk: gradio
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---
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title: Audio Style Transfer
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emoji: π₯π£οΈπ΅π₯
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colorFrom: red
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colorTo: gray
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sdk: gradio
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app.py
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@@ -8,17 +8,24 @@ from huggingface_hub import hf_hub_download
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from deepafx_st.system import System
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from deepafx_st.utils import DSPMode
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hf_hub_download("nateraw/deepafx-st-libritts-autodiff", "lit_model.ckpt"), batch_size=1
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).eval()
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gpu = torch.cuda.is_available()
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if gpu:
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def process(input_path, reference_path):
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# load audio data
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x, x_sr = torchaudio.load(input_path)
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r, r_sr = torchaudio.load(reference_path)
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gr.Interface(
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fn=process,
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inputs=[gr.Audio(type="filepath"), gr.Audio(type="filepath")],
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outputs="audio",
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examples=[
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[
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hf_hub_download("nateraw/examples", "voice_raw.wav", repo_type="dataset", cache_dir="./data"),
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hf_hub_download("nateraw/examples", "voice_produced.wav", repo_type="dataset", cache_dir="./data"),
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],
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],
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title="DeepAFx-ST",
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from deepafx_st.system import System
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from deepafx_st.utils import DSPMode
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system_speech = System.load_from_checkpoint(
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hf_hub_download("nateraw/deepafx-st-libritts-autodiff", "lit_model.ckpt"), batch_size=1
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).eval()
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system_music = System.load_from_checkpoint(
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hf_hub_download("nateraw/deepafx-st-jamendo-autodiff", "lit_model.ckpt"), batch_size=1
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).eval()
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gpu = torch.cuda.is_available()
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if gpu:
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system_speech.to("cuda")
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system_music.to("cuda")
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def process(input_path, reference_path, model):
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system = system_speech if model == "speech" else system_music
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# load audio data
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x, x_sr = torchaudio.load(input_path)
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r, r_sr = torchaudio.load(reference_path)
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gr.Interface(
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fn=process,
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inputs=[gr.Audio(type="filepath"), gr.Audio(type="filepath"), gr.Dropdown(["speech", "music"], value="speech")],
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outputs="audio",
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examples=[
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[
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hf_hub_download("nateraw/examples", "voice_raw.wav", repo_type="dataset", cache_dir="./data"),
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hf_hub_download("nateraw/examples", "voice_produced.wav", repo_type="dataset", cache_dir="./data"),
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"speech",
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],
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[
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hf_hub_download("nateraw/examples", "nys_of_mind.wav", repo_type="dataset", cache_dir="./data"),
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hf_hub_download("nateraw/examples", "world_is_yours_highpass.wav", repo_type="dataset", cache_dir="./data"),
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"music",
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],
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],
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title="DeepAFx-ST",
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