Skip to content

@SPEECHCOG Speech and Cognition research group

Change the repository type filter

All

    Repositories list

    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.
      Python
      •
      Other
      •0•0•0•0•Updated Jan 2, 2025Jan 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.
      Python
      •
      Other
      •0•0•0•0•Updated Jan 2, 2025Jan 2, 2025

    • infant_statistical_learner

      Public
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •0•0•0•0•Updated Jan 2, 2025Jan 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"
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 19, 2024Nov 19, 2024

    • GILES_transcripts

      Public
      Python
      •0•0•0•0•Updated Nov 18, 2024Nov 18, 2024

    • data2vec_maiju

      Public
      An implementation of data2vec pre-training for MAIJU smart jumpsuit data.
      Python
      •
      Other
      •0•0•0•0•Updated Nov 14, 2024Nov 14, 2024

    • cpc_pytorch

      Public
      Code for training and evaluating contrastive predictive coding models, implemented using PyTorch.
      Python
      •
      Other
      •3•6•0•0•Updated Nov 14, 2024Nov 14, 2024

    • GILES_pilot

      Public
      Python
      •0•0•0•0•Updated Sep 16, 2024Sep 16, 2024

    • CDI_lextest

      Public
      MATLAB
      •0•0•0•0•Updated Jul 16, 2024Jul 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"
      Python
      •1•2•0•0•Updated Jun 8, 2024Jun 8, 2024

    • video_preprocessing

      Public
      different video pre- processing tasks for VGS models
      Python
      •0•1•0•0•Updated Jun 8, 2024Jun 8, 2024

    • VGS-plus

      Public
      Python
      •0•2•0•0•Updated Jun 7, 2024Jun 7, 2024

    • CDS_pitch

      Public
      Python
      •0•0•0•0•Updated May 30, 2024May 30, 2024

    • metaeval_experiments

      Public
      Code of experiments reported in "Evaluation of computational models of infant language development against robust empirical data from meta-analyses: what, why, and how?"
      Python
      •
      GNU General Public License v3.0
      •1•0•2•0•Updated Oct 16, 2023Oct 16, 2023

    • VGS_order_CogSci

      Public
      Python
      •0•0•0•0•Updated Sep 13, 2023Sep 13, 2023

    • COCO_lextest

      Public
      MATLAB
      •0•0•0•0•Updated Jun 12, 2023Jun 12, 2023

    • isolated_vowels_corpus

      Public
      This repository contains the isolated vowels corpus (IVC) of vowels synthesised with MBROLA voices.
      Python
      •
      Other
      •0•0•1•0•Updated Jun 6, 2023Jun 6, 2023

    • metaeval_dev_trajectories

      Public
      This repository hosts the code for studying developmental trajectories of PC models using the metaeval approach.
      Python
      •0•0•1•0•Updated Jun 6, 2023Jun 6, 2023

    • ids_audio_quality_analysis

      Public
      R
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Apr 27, 2023Apr 27, 2023

    • jointmodel_2015

      Public
      Scripts for experiments presented in Räsänen & Rasilo (2015; Psychological Review)
      MATLAB
      •0•1•0•0•Updated May 9, 2022May 9, 2022

    • VGS_semisupervised

      Public
      Python
      •0•0•0•0•Updated May 3, 2022May 3, 2022

    • autoVAI

      Public
      to compute formant-based articulation features from read speech
      Python
      •0•4•0•0•Updated Jun 18, 2021Jun 18, 2021

    • PD_SAS

      Public
      Python
      •0•0•1•0•Updated Jun 7, 2021Jun 7, 2021

    • PDTW

      Public
      Probabilistic DTW-algorithm (PDTW) from Räsänen & Cruz Blandon (2020)
      MATLAB
      •1•1•0•0•Updated Dec 11, 2020Dec 11, 2020

    • ZS2020

      Public
      Zerospeech 2020 scripts
      0•0•0•0•Updated Sep 28, 2020Sep 28, 2020

    • transformer_workshop

      Public
      Code for the Transformer workshop
      Jupyter Notebook
      •0•4•0•0•Updated Sep 18, 2020Sep 18, 2020

    • 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•0•0•Updated Aug 18, 2020Aug 18, 2020