no code implementations • 26 Apr 2024 • Richard F. Lyon, Rob Schonberger, Malcolm Slaney, Mihajlo Velimirović, Honglin Yu
The open-source CARFAC (Cascade of Asymmetric Resonators with Fast-Acting Compression) cochlear model is upgraded to version 2, with improvements to the Matlab implementation, and with new Python/NumPy and JAX implementations -- but C++ version changes are still pending.
no code implementations • 29 Mar 2022 • Ahmed Omran, Neil Zeghidour, Zalán Borsos, Félix de Chaumont Quitry, Malcolm Slaney, Marco Tagliasacchi
We present a method to separate speech signals from noisy environments in the embedding space of a neural audio codec.
no code implementations • 17 Feb 2022 • Cong Han, E. Merve Kaya, Kyle Hoefer, Malcolm Slaney, Simon Carlile
This work describes a speech denoising system for machine ears that aims to improve speech intelligibility and the overall listening experience in noisy environments.
no code implementations • 9 Feb 2022 • Daniel T. Speckhard, Karolis Misiunas, Sagi Perel, Tenghui Zhu, Simon Carlile, Malcolm Slaney
Mobile and edge computing devices for always-on classification tasks require energy-efficient neural network architectures.
no code implementations • 31 May 2017 • Ken Hoover, Sourish Chaudhuri, Caroline Pantofaru, Malcolm Slaney, Ian Sturdy
In this paper, we present a system that associates faces with voices in a video by fusing information from the audio and visual signals.
16 code implementations • 29 Sep 2016 • Shawn Hershey, Sourish Chaudhuri, Daniel P. W. Ellis, Jort F. Gemmeke, Aren Jansen, R. Channing Moore, Manoj Plakal, Devin Platt, Rif A. Saurous, Bryan Seybold, Malcolm Slaney, Ron J. Weiss, Kevin Wilson
Convolutional Neural Networks (CNNs) have proven very effective in image classification and show promise for audio.
1 code implementation • 20 Jun 2012 • Benjamin Marlin, Richard S. Zemel, Sam Roweis, Malcolm Slaney
Rating prediction is an important application, and a popular research topic in collaborative filtering.