Analysis

A State-Space Model for Decoding Auditory Attentional Modulation from MEG in a Competing-Speaker Environment NeurIPS 2014 Decoding Children's Social Behavior CVPR 2013 Hierarchical spike coding of sound NeurIPS 2012 Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NeurIPS 2012 Phoneme Classification using Constrained Variational Gaussian Process Dynamical System NeurIPS 2012 Probabilistic acoustic tube: a probabilistic generative model of speech for speech analysis/synthesis AISTATS 2012 Unsupervised Structure Discovery for Semantic Analysis of Audio NeurIPS 2012 Extracting Speaker-Specific Information with a Regularized Siamese Deep Network NeurIPS 2011 An Alternative to Low-level-Sychrony-Based Methods for Speech Detection NeurIPS 2010 Learning to localise sounds with spiking neural networks NeurIPS 2010 Investigating Pitch Accent Recognition in Non-native Speech ACL 2009 Speaker Comparison with Inner Product Discriminant Functions NeurIPS 2009 STAT: Speech Transcription Analysis Tool NAACL 2009 Unsupervised feature learning for audio classification using convolutional deep belief networks NeurIPS 2009 EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection NeurIPS 2007 Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing NeurIPS 2007 Modeling Natural Sounds with Modulation Cascade Processes NeurIPS 2007 An EM Algorithm for Localizing Multiple Sound Sources in Reverberant Environments NeurIPS 2006 Learning Spectral Clustering, With Application To Speech Separation JMLR 2006 Single Channel Speech Separation Using Factorial Dynamics NeurIPS 2006