Source Separation of Multi-source Raw Music using a Residual Quantized variational Autoencoder
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Jan 17, 2026 - Python
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residual-quantization
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Source code for ICML'26 paper "RQ-MoE: Residual Quantization via Mixture of Experts for Efficient Input-Dependent Vector Compression".
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May 24, 2026 - Python
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Aug 27, 2026 - Python
Semantic Identifier Generative Index Layer: a trie-constrained generative retrieval (DSI-class) system that maps queries directly to document identifiers by constrained autoregressive decoding over frozen residual-quantization semantic IDs. No ANN index in the serving path.
information-retrieval pytorch rag neural-search constrained-decoding residual-quantization generative-retrieval semantic-ids differentiable-search-index
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Sep 6, 2026
A GPU compatible PyTorch implementation of K-means
clustering gpu pytorch k-means quantization self-supervised-learning token-extraction residual-quantization
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Sep 25, 2024 - Python
Official code for "Generative Retrieval for Cover Song Identification via Audio-Derived Semantic IDs" (accepted at ICECCME 2026, IEEE)
music-information-retrieval cover-song-identification residual-quantization generative-retrieval semantic-ids
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Jul 29, 2026 - TeX
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