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Code to accompany "Models optimized for real-world tasks reveal the task-dependent necessity of precise temporal coding in hearing" by Mark R. Saddler and Josh H. McDermott (2024, Nature Communicat…
Python wrapper around the BEZ2018 auditory nerve model
Assessing the similarity of real matrices with arbitrary shape.
Code to accompany "Speech denoising with auditory models" (Saddler* & Francl* et al. 2021, Interspeech)
Cascade of Asymmetric Resonators with Fast-Acting Compression (CARFAC) cochlear model.
This repository is the code for the article "Subcortical responses to music and speech are alike while cortical responses diverge" by Shan et al (2024).
This repository contains code for a WaveNet-based approximation of the normal-hearing cochlear filtering and hair-cell transduction stages of the Zilany & Bruce auditory model (JASA 2006).
A lightweight ASR system to compute phoneme errors on a corpus such as Timit.
This is a Python implementation of the Auditory Toolbox
speech enhancement\speech seperation\sound source localization
This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.
MATLAB functions that implement different smoothing algorithms
SQAT is an open-source repository of MATLAB codes containing the implementation of key metrics for quantitative sound quality analysis.
An original package of the gammachirp envelope distortion index (GEDI) and the multi-resolution GEDI (mr-GEDI)
Implementation for paper: Multi-Metric Optimization using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement
The CCi-Mobile research platform is an external body-worn sound processor intended to perform basic research with cochlear implants manufactured by Cochlear Corporation.
[Python3] Octave-Band and Fractional Octave-Band filter. For signal in time domain.
Python implementation of Gammatone filter
Gammatone-based spectrograms, using gammatone filterbanks or Fourier transform weightings.
Keras Temporal Convolutional Network. Supports Python and R.
🎧 Automatic Speech Recognition: DeepSpeech & Seq2Seq (TensorFlow)
Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.
A Simulation Framework for Auditory Discrimination Experiments
Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicates human auditory behavior, predicts brain responses, and rev…
Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.