Abstract: In this work, we propose CleanMel, a single-channel Mel-spectrogram denoising and dereverberation network for improving both speech quality and automatic speech recognition (ASR) performance ...
AI is at a crossroads. Enterprises have spent the last several years exploring AI technologies, but most are still searching for revenue-generating opportunities. This year, I expect business AI to ...
A classic gaming laptop, that makes up for its lack of battery performance or pencil-thin chassis design with serious gaming frame rates even outside of its cacophonous Extreme Performance mode. PC ...
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Signal analysis and classification is fraught with high levels of noise and perturbation. Computer-vision-based deep learning models applied to spectrograms have proven useful in the field of signal ...
Abstract: This paper introduces a method for real-time speech coding that combines a binary-latent-vector variational recurrent neural network for mel-spectrogram coding with a non-autoregressive ...
Artificial intelligence (AI) processing rests on the use of vectorised data. In other words, AI turns real-world information into data that can be used to gain insight, searched for and manipulated.