msaddler / pitchnet
Code to accompany "Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception" (Saddler et al. 2021, Nature Communications)
☆9Updated 3 years ago
Alternatives and similar repositories for pitchnet:
Users that are interested in pitchnet are comparing it to the libraries listed below
- Python wrapper around the BEZ2018 auditory nerve model☆10Updated last year
- Comparison of auditory DNNs and human brain acitivity.☆13Updated last year
- cochleagram generation code in pytorch☆23Updated last month
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆25Updated 4 years ago
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆55Updated last year
- Code to create networks that localize sounds sources in 3D environments☆48Updated last year
- tensorflow integration with mcdermottlab/pycochleagram☆18Updated 2 years ago
- Tools and functions for neural data processing and analysis in python☆25Updated 3 weeks ago
- Toolkit to asses speech impairments in patients with neurological disorders☆54Updated 6 years ago
- Keras-based python framework to compute phonological posterior probabilities from audio files☆41Updated 2 years ago
- BioSound and other Sound Signal Processing routines.☆30Updated 3 months ago
- ☆32Updated 4 years ago
- ☆185Updated 10 months ago
- ☆35Updated last year
- ABX discrimination task in python☆44Updated 5 months ago
- A Python toolbox for speech features extraction☆162Updated 2 years ago
- Baseline systems for the FSD50K dataset☆68Updated 3 years ago
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆28Updated 3 years ago
- SERAB: a multi-lingual benchmark for speech emotion recognition☆28Updated 2 years ago
- Dynamic Spectrotemporal Receptive Field (dSTRF) Analysis Toolbox☆17Updated 2 years ago
- Tutorials to learn how to use BioSound (from soundsig)☆24Updated last year
- Code to accompany "Speech denoising with auditory models" (Saddler* & Francl* et al. 2021, Interspeech)☆15Updated 3 years ago
- Baseline method for sound event localization task of DCASE 2021 challenge☆39Updated 3 years ago
- Pytorch based phoneme recognition (TIMIT phoneme classification)☆34Updated 6 years ago
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated 11 months ago
- Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning☆185Updated 5 years ago
- Implementation of the DIVA model of speech acquisition and production using PyTorch☆21Updated 2 years ago
- This is the official repository for the tutorial titled "Deep Learning for Brain Encoding and Decoding" to be conducted at CogSci-2022.☆23Updated 2 years ago
- This is the CoNNear human auditory periphery model that simulates cochlear, IHC and AN processing across the human hearing range.☆16Updated last year
- Support for Clarity Enhancement and Prediction Challenges (obsolete - see README)☆48Updated 2 years ago