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...udio codec that introduces multi-scale temporal quantization for efficient audio compression. It was presented at the NeurIPS 2024 Workshop on AI-Driven Spe ...ual Vector Quantization (RVQ) has become the standard technique for neural audio compression using a cascade of VQ codebooks, SNAC proposes a simple extensi ...

...[[Neuphonic]], designed for efficient speech tokenization and high-quality audio compression at relatively low bitrates. ...of [[X-Codec|X-Codec 2.0]]. It employs a dual-encoder approach, using both audio ([[BigCodec]]) and semantic (Wav2Vec2-BERT) encoders. The FSQ-based design ...

...paper "Codec Does Matter: Exploring the Semantic Shortcoming of Codec for Audio Language Model," published at AAAI 2025. ...io compression, which may lead to suboptimal performance in the context of audio LLM. Research found that methods like VALL-E, which condition acoustic toke ...