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@SPEECHCOG

Speech and Cognition research group

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  1. cpc_pytorch cpc_pytorch Public

    Code for training and evaluating contrastive predictive coding models, implemented using PyTorch.

    Python 6 3

  2. transformer_workshop transformer_workshop Public

    Code for the Transformer workshop

    Jupyter Notebook 4

  3. autoVAI autoVAI Public

    to compute formant-based articulation features from read speech

    Python 4

  4. pc_models_analysis pc_models_analysis Public

    Analysis of Predictive Coding Models for Phonemic Representation Learning in Small Datasets from Cruz Blandón & Räsänen (ICML SAS workshop)

    Python 2 2

  5. VGS_XSL VGS_XSL Public

    This is a repository for code implementation of the paper titled "Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? --- A computational investigation"

    Python 2 1

  6. VGS-plus VGS-plus Public

    Python 2

Repositories

Showing 10 of 27 repositories
  • IAR_2 Public

    Code for refining inconsistent training labels for time-series data using the IAR 2.0 algorithm. The present example uses simulated data, consisting of a binary waveform classification task with three simulated annotators.

    SPEECHCOG/IAR_2’s past year of commit activity
    Python 0 0 0 0 Updated Jan 2, 2025
  • PFML Public

    Code for pre-training models using the PFML algorithm for speech, EEG, and multi-sensor inertial measurement unit data. The repository also contains code for fine-tuning the pre-trained models using labeled data.

    SPEECHCOG/PFML’s past year of commit activity
    Python 0 0 0 0 Updated Jan 2, 2025
  • infant_statistical_learner Public
    SPEECHCOG/infant_statistical_learner’s past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Jan 2, 2025
  • ple_exploration_study Public

    This is the repository to replicate the results from the paper "Simulating Prenatal Language Exposure in Computational Models: An Exploration Study"

    SPEECHCOG/ple_exploration_study’s past year of commit activity
    Python 0 GPL-3.0 0 0 0 Updated Nov 19, 2024
  • GILES_transcripts Public
    SPEECHCOG/GILES_transcripts’s past year of commit activity
    Python 0 0 0 0 Updated Nov 18, 2024
  • data2vec_maiju Public

    An implementation of data2vec pre-training for MAIJU smart jumpsuit data.

    SPEECHCOG/data2vec_maiju’s past year of commit activity
    Python 0 0 0 0 Updated Nov 14, 2024
  • cpc_pytorch Public

    Code for training and evaluating contrastive predictive coding models, implemented using PyTorch.

    SPEECHCOG/cpc_pytorch’s past year of commit activity
    Python 6 3 0 0 Updated Nov 14, 2024
  • GILES_pilot Public
    SPEECHCOG/GILES_pilot’s past year of commit activity
    Python 0 0 0 0 Updated Sep 16, 2024
  • CDI_lextest Public
    SPEECHCOG/CDI_lextest’s past year of commit activity
    MATLAB 0 0 0 0 Updated Jul 16, 2024
  • VGS_XSL Public

    This is a repository for code implementation of the paper titled "Can phones, syllables, and words emerge as side-products of cross-situational audiovisual learning? --- A computational investigation"

    SPEECHCOG/VGS_XSL’s past year of commit activity
    Python 2 1 0 0 Updated Jun 8, 2024
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