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EARs 2011

Encoding for Auditory Representations (EARs) Workshop at the University of Washington, Seattle, 22-23 August 2011

Introduction

This is an intentionally small, focused gathering of top auditory and signal processing experts, with an intensive dialogue towards advancing audio and auditory signal representations. We, an intentionally interdisciplinary group, will have key open application challenges, experimental findings, and novel underlying computational model theory, to discuss.

Attention will also be given to neural encoding of auditory signals, from the periphery to the central, audio assistive devices, and psychophysical work relating perception and those areas' interplay with recent new mathematical and engineering signal representations. Dynamical systems and non-stationary signals viewpoints will be stressed, since they are presumed to be so central for audition and speech perception.


List of Attendees and Links to Presentation Materials

Alex Acero - Microsoft Research

Bishnu Atal - U. Washington, "Single-Channel Source Separation Using Principles of Quantum Mechanics" : Intro / Full

Les Atlas - U. Washington, "Acoustic Scenes, Complex Modulations, and How 2x Freq Real Terms Can Convey" : Intro / Full

Peter Cariani - Harvard, "Discussion on Oscillations and Binding Mechanisms" : Intro / Full

Pascal Clark - U. Washington, "Maximum Likelihood Demodulation" : Intro

Erik Edwards - U. Washington, "Quadratic Speech Modification" : Intro / Huggins Bio

Oded Ghitza - Boston U., "An Efferent-Inspired Auditory Model" : Intro / Full

Aram Harrow - U. Washington, "Quantum Signal Processing" : Full

Brian King - U. Washington, "Complex Probabilistic Latent Semantic Analysis for Single-Channel Source Separation" : Full

Ramdas Kumaresan - U. of Rhode Island, "Synchrony Capture Filterbank Emulates Auditory Signal Processing" : Full

Willard Larkin - Air Force Office of Scientific Research, "Sensory Information Systems Program Primary Topic Areas" : Intro

Eric Larson - U. Washington

Adrian KC Lee - U. Washington, "Laboratory for Auditory Brain Sciences and Neuroengineering" : Intro

Richard Lyon - Google Research, "Auditory Features from an Efficient and Realistic Cochlear Model" : Intro / Full

Ross Maddox - U. Washington

Kaibao Nie - U. Washington, Spectral and Temporal Cues for Speech Recognition with Hearing Loss : Intro

W. Devereux Palmer - Army Research Laboratory, "Army Research in Acoustic Sensing" : Full

James Pitton - U. Washington, "Modeling Auditory Phenomenology with Positive Time-Frequency Distributions" : Intro

Shihab Shamma - U. Maryland

Malcolm Slaney - Yahoo! Research, "Speech Separation is NOT the Right Approach for Perception" : Full

Ivan Tashev - Microsoft Research, "Audio Spatiality Perception" : Intro

Stanley Wenndt - Air Force Research Laboratory, : "Applications" Full

This EARs workshop also served as an honorarium for William H. Huggins (1919-2001), who was a pioneering auditory theorist in the 1950s, and the first auditory researcher affiliated with the U.S. Air Force. For example, Huggins was the first to discuss the representation of auditory signals as the output of linear time varying (LTV) systems, a topic which received some discussion in our workshop. The workshop represented the tradition of Huggins, working towards novel mathematical representations of speech/audio signals, in line with current auditory theory.

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