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
- 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
- ☆42Updated 2 years ago
- Tools and functions for neural data processing and analysis in python☆29Updated last week
- Generate cochleagrams natively in Python. Ported from Josh McDermott's MATLAB code.☆60Updated 2 years ago
- Scripts to work with an intracranial EEG dataset of speech production.☆27Updated last year
- "Brian Hears" auditory modelling toolbox for the brian2 simulator☆26Updated 4 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
- Simple python algorithms for segmenting animal (songbird, mice) vocalizations into notes and syllables using Dynamic Thresholding and Con…☆27Updated 4 years ago
- Toolkit to asses speech impairments in patients with neurological disorders☆58Updated 7 years ago
- Latent and generative models of animal vocalizations for songbirds, mice, primates, humans, cetaceans, etc.☆47Updated 4 years ago
- Automatic LInguistic Unit Count Estimator (ALICE)☆49Updated 11 months ago
- cochleagram generation code in pytorch☆28Updated 7 months ago
- Code for voicing silent speech from EMG. Official repository for the papers "Digital Voicing of Silent Speech" at EMNLP 2020 and "An Imp…☆151Updated last year
- A Python toolbox for speech features extraction☆166Updated 2 years ago
- An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.☆367Updated 4 years ago
- 🏥 🎤 The largest clinical study in the world to collect voice data labeled with health information (N>6,000 participants, 48 utterances…☆32Updated 9 months ago
- Superlets algorithm for time-frequency analysis implemented in JAX/Python☆39Updated last year
- BioSound and other Sound Signal Processing routines.☆31Updated 2 months ago
- Alzheimer's dementia classification and MMSE score regression☆63Updated 3 years ago
- ☆196Updated last year
- [PNAS'21] The neural architecture of language: Integrative modeling converges on predictive processing☆64Updated 2 years ago
- ☆23Updated 2 years ago
- Simple, straight-forward extraction of acoustic and prosodic features from sound waves based on Praat and Parselmouth.☆29Updated 6 years ago
- Parameters for the neural network used in Kell, Yamins, Shook, Norman-Haignere, and McDermott. "A task-optimized neural network replicate…☆44Updated last year
- Tutorials to learn how to use BioSound (from soundsig)☆25Updated 2 years ago
- Tools to process the UltraSuite data☆12Updated 6 years ago
- Keras-based python framework to compute phonological posterior probabilities from audio files☆45Updated 3 years ago
- MATLAB code for Audapter☆16Updated 3 years ago