A multistream feature framework based on bandpass modulation filtering for robust speech recognition

SK Nemala, K Patil, M Elhilali - IEEE transactions on audio …, 2012 - ieeexplore.ieee.org
There is strong neurophysiological evidence suggesting that processing of speech signals
in the brain happens along parallel paths which encode complementary information in the …

Modulation representations for speech and music

M Elhilali - Timbre: Acoustics, perception, and cognition, 2019 - Springer
The concept of modulation has been ubiquitously linked to the notion of timbre. Modulation
describes the variations of an acoustic signal (both spectrally and temporally) that shape …

Sustained firing of model central auditory neurons yields a discriminative spectro-temporal representation for natural sounds

MA Carlin, M Elhilali - PLoS Computational Biology, 2013 - journals.plos.org
The processing characteristics of neurons in the central auditory system are directly shaped
by and reflect the statistics of natural acoustic environments, but the principles that govern …

Noise-robust speech recognition through auditory feature detection and spike sequence decoding

PB Schafer, DZ Jin - Neural computation, 2014 - direct.mit.edu
Speech recognition in noisy conditions is a major challenge for computer systems, but the
human brain performs it routinely and accurately. Automatic speech recognition (ASR) …

A framework for speech activity detection using adaptive auditory receptive fields

MA Carlin, M Elhilali - … ACM Transactions on audio, speech, and …, 2015 - ieeexplore.ieee.org
One of the hallmarks of sound processing in the brain is the ability of the nervous system to
adapt to changing behavioral demands and surrounding soundscapes. It can dynamically …

[PDF][PDF] A Study of a Cross-Language Perception Based on Cortical Analysis Using Biomimetic STRFs.

S Park, DK Han, M Elhilali - INTERSPEECH, 2019 - isca-archive.org
For those in the early stage of learning a foreign language, they commonly experience
difficulties in understanding spoken words in the second language, while they have no …

[PDF][PDF] Computational Models of Representation and Plasticity in the Central Auditory System

MA Carlin - 2015 - jscholarship.library.jhu.edu
The performance for automated speech processing tasks like speech recognition and
speech activity detection rapidly degrades in challenging acoustic conditions. It is therefore …

Neuroscience-inspired computational systems for speech recognition under noisy conditions

PB Schafer - 2015 - etda.libraries.psu.edu
Humans routinely recognize speech in challenging acoustic environments with background
music, engine sounds, competing talkers, and other acoustic noise. However, today's …