Neural Audio Codec: What Determines the Rate–Distortion Ceiling of Scalar-Quantized Speech Codecs?
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Updated
Sep 9, 2026 - Python
Neural Audio Codec: What Determines the Rate–Distortion Ceiling of Scalar-Quantized Speech Codecs?
A neural codec for speech compression using contextual features and adversarial training. This project implements a high-quality, low-latency speech compression system based on cognitive speech processing principles. Paper: Cognitive Speech Compression with Dual-Context Features Features
Mini SoundStream-style neural audio codec trained on LibriSpeech: 4-codebook RVQ, 3 bitrates, ONNX export
Speech reconstruction and compression with autoencoders
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