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Benchmarking Language Modeling for Lossless Compression of Full-Fidelity Audio

A study benchmarks language models on lossless audio compression, spotlighting potential codec-style gains from ML systems and the computational considerations tied to achieving...

Early Signal

benchmark against codecs

Verify: replicate results across diverse audio corpora; measure bitrate, latency, and fidelity

Build: prioritize cross-domain benchmarking; assess compute, latency, and data requirements for practical deployment

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