msaddler / pitchnetLinks
Code to accompany "Deep neural network models reveal interplay of peripheral coding and stimulus statistics in pitch perception" (Saddler et al. 2021, Nature Communications)
☆11Updated 4 years ago
Alternatives and similar repositories for pitchnet
Users that are interested in pitchnet are comparing it to the libraries listed below
Sorting:
- Python wrapper around the BEZ2018 auditory nerve model☆12Updated last year
- Comparison of auditory DNNs and human brain acitivity.☆18Updated 9 months ago
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆60Updated 2 years ago
- cochleagram generation code in pytorch☆28Updated 8 months ago
- Code for a seq2seq architecture with Bahdanau attention designed to map stereotactic EEG data from human brains to spectrograms, using th…☆34Updated 3 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆29Updated 6 years ago
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆27Updated 4 years ago
- Code for voicing silent speech from EMG. Official repository for the papers "Digital Voicing of Silent Speech" at EMNLP 2020 and "An Imp…☆154Updated last year
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆26Updated 5 years ago
- This is the official repository for the tutorial titled "Deep Learning for Brain Encoding and Decoding" to be conducted at CogSci-2022.☆25Updated 3 years ago
- 🏥 🎤 The largest clinical study in the world to collect voice data labeled with health information (N>6,000 participants, 48 utterances…☆32Updated 10 months ago
- Toolkit to asses speech impairments in patients with neurological disorders☆58Updated 7 years ago
- Code to create networks that localize sounds sources in 3D environments☆51Updated 2 years ago
- ☆138Updated last year
- Tools and functions for neural data processing and analysis in python☆29Updated last month
- A deep learning model for classifying audio frames into [SPEECH, KCHI, CHI, MAL, FEM] classes.☆49Updated 2 months ago
- A PyTorch 1.0 implementation of the convolutions described in SincNet☆33Updated 7 years ago
- A Python toolbox for speech features extraction☆165Updated 3 years ago
- Pytorch based phoneme recognition (TIMIT phoneme classification)☆35Updated 7 years ago
- This is a intuitive explanation of Representation Learning with Contrastive Predictive Coding using code provided by jefflai108 that use…☆10Updated 5 years ago
- Hume AI ML Competitions☆27Updated 3 years ago
- Behavioral probing of language acquisition models at the lexical and syntactic level☆17Updated 2 years ago
- (Hybrid) BYOL-S feature extractor using serab-byols package in pytorch.☆27Updated last year
- VIsually-Pivoted Audio and(N) Text☆22Updated 3 years ago
- Feature extractor for DL speech processing.☆66Updated 3 years ago
- Alzheimer's dementia classification and MMSE score regression☆63Updated 3 years ago
- ☆197Updated last year
- Keras-based python framework to compute phonological posterior probabilities from audio files☆46Updated 3 years ago
- ☆42Updated 2 years ago
- COLA contrastive pre-training method implemented in PyTorch☆43Updated 5 years ago