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+ ---
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+ license: mit
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+ tags:
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+ - audio
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+ - source-separation
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+ - drums
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+ - onnx
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+ pipeline_tag: audio-to-audio
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+ ---
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+
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+ # DrumSep ONNX
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+
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+ Drum element separation model converted to ONNX format for use with Splitzo.
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+
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+ ## Model Details
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+
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+ - **Original Author**: [inagoy/drumsep](https://github.com/inagoy/drumsep)
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+ - **License**: MIT
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+ - **Format**: ONNX
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+ - **Size**: ~335 MB
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+
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+ ## Stems
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+
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+ Separates drum tracks into 4 elements:
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+ 1. **Kick** (bombo)
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+ 2. **Snare** (redoblante)
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+ 3. **Cymbals** (platillos)
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+ 4. **Toms**
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+
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+ ## Technical Specs
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+
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+ | Parameter | Value |
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+ |-----------|-------|
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+ | Sample Rate | 44100 Hz |
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+ | Segment Length | 40 seconds (1,764,000 samples) |
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+ | STFT n_fft | 4096 |
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+ | STFT hop_length | 1024 |
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+
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+ ## Usage
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+
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+ This model is automatically downloaded by the Splitzo app on first use.
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+
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+ **Input**: Pre-separated drum stem (stereo, 44.1kHz)
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+ **Output**: 4 separated drum elements
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+
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+ ## Attribution
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+
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+ This ONNX conversion is based on the original DrumSep model by [@inagoy](https://github.com/inagoy).
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+
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+ ```
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+ MIT License
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+
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+ Copyright (c) 2023 inagoy
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+
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+ Permission is hereby granted, free of charge, to any person obtaining a copy
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+ of this software and associated documentation files (the "Software"), to deal
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+ in the Software without restriction, including without limitation the rights
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+ to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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+ copies of the Software...
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+ ```
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+
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+ ## Conversion
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+
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+ Converted from PyTorch checkpoint using `tools/convert_drumsep_onnx.py` with STFT operations moved outside the model for ONNX compatibility.