Search Results for author: Dejan Marković

Found 2 papers, 1 papers with code

ScoreDec: A Phase-preserving High-Fidelity Audio Codec with A Generalized Score-based Diffusion Post-filter

no code implementations22 Jan 2024 Yi-Chiao Wu, Dejan Marković, Steven Krenn, Israel D. Gebru, Alexander Richard

Although recent mainstream waveform-domain end-to-end (E2E) neural audio codecs achieve impressive coded audio quality with a very low bitrate, the quality gap between the coded and natural audio is still significant.

Generative Adversarial Network

AudioDec: An Open-source Streaming High-fidelity Neural Audio Codec

2 code implementations26 May 2023 Yi-Chiao Wu, Israel D. Gebru, Dejan Marković, Alexander Richard

A good audio codec for live applications such as telecommunication is characterized by three key properties: (1) compression, i. e.\ the bitrate that is required to transmit the signal should be as low as possible; (2) latency, i. e.\ encoding and decoding the signal needs to be fast enough to enable communication without or with only minimal noticeable delay; and (3) reconstruction quality of the signal.

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