A Sparse Non-Parametric Approach for Single Channel Separation of Known Sounds

no code implementations • NeurIPS 2009 • Paris Smaragdis, Madhusudana Shashanka, Bhiksha Raj

In this paper we present an algorithm for separating mixed sounds from a monophonic recording.

Sparse Overcomplete Latent Variable Decomposition of Counts Data

no code implementations • NeurIPS 2007 • Madhusudana Shashanka, Bhiksha Raj, Paris Smaragdis

An important problem in many fields is the analysis of counts data to extract meaningful latent components.