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)
☆10Updated 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.☆17Updated 8 months ago
- 🏥 🎤 The largest clinical study in the world to collect voice data labeled with health information (N>6,000 participants, 48 utterances…☆32Updated 8 months ago
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆60Updated 2 years ago
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆26Updated 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…☆150Updated last year
- 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.☆25Updated 3 years ago
- Keras-based python framework to compute phonological posterior probabilities from audio files☆45Updated 3 years ago
- A Python toolbox for speech features extraction☆166Updated 2 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆28Updated 6 years ago
- ☆196Updated last year
- Toolkit to asses speech impairments in patients with neurological disorders☆58Updated 7 years ago
- Behavioral probing of language acquisition models at the lexical and syntactic level☆17Updated 2 years ago
- A PyTorch 1.0 implementation of the convolutions described in SincNet☆33Updated 6 years ago
- Pytorch based phoneme recognition (TIMIT phoneme classification)☆35Updated 7 years ago
- cochleagram generation code in pytorch☆28Updated 6 months ago
- ☆23Updated 2 years ago
- A deep learning model for classifying audio frames into [SPEECH, KCHI, CHI, MAL, FEM] classes.☆49Updated last month
- Articulatory (text-to-) speech synthesis for Python☆27Updated 7 months ago
- Feature extractor for DL speech processing.☆66Updated 3 years ago
- Siamese network for unsupervised speech representation learning☆11Updated 7 years ago
- Code for the Paper Speech Recognition and Multi-Speaker Diarization of Long Conversations☆38Updated 2 years ago
- PyTorch reimplementation of per-channel energy normalization for audio.☆104Updated 6 years ago
- WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models wi…☆92Updated 4 years ago
- Code for DeCoAR (ICASSP 2020) and BERTphone (Odyssey 2020)☆103Updated 3 years ago
- This is a intuitive explanation of Representation Learning with Contrastive Predictive Coding using code provided by jefflai108 that use…☆10Updated 4 years ago
- ☆138Updated last year
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆367Updated 4 years ago
- MaSS - Multilingual corpus of Sentence-aligned Spoken utterances☆50Updated last year