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StreamWSR achieves high-quality speech super-resolution with zero-look-ahead streaming, all in a compact model under 10 million parameters.
Achieving superior RIR reconstruction and speech quality at just 375 bps challenges the effectiveness of conventional audio codecs in immersive audio applications.
PACodec slashes bitrate by 30% while preserving decoding quality, thanks to its innovative parallel quantization approach.
Integrating semantic understanding with acoustic fidelity can dramatically elevate the accuracy of speech quality assessments, challenging the dominance of self-supervised learning models.
Dual time-frequency spectral representations can dramatically enhance the quality of degraded music recordings, outperforming traditional methods in both objective metrics and listener satisfaction.