Abstract: This paper introduces a novel neural audio codec targeting high waveform sampling rates and low bitrates named APCodec, which seamlessly integrates the strengths of parametric codecs and ...

Abstract: Recurrent neural networks (RNNs), particularly long short-term memory (LSTM) networks, have emerged as standard tools for tackling a wide range of time series applications, such as natural ...

Colorizes black-and-white clips by propagating color from reference frames using the CMNET2 deep learning model with a sliding permanent-memory window.