Research on Automatic Speech Recognition for dysarthric speech
Python package for the extraction of speech features for sustained phonation
Speech Vision (SV) is a Dysarthric Speech Recognition System that adopts a novel approach towards dysarthric ASR in which speech features are extracted visually, then SV learns to see the shape of the words pronounced by dysarthric individuals.
Animate a 3D tongue based on a physics simulation of muscles and pressure.
Cross-platform application, developed in Flutter, for mobile phones, watches and tablets, for an Augmentative and Alternative Communication (AAC) application, intended to be used by people suffering from speech impairments such as apraxia and/or dysarthria of speech.
User guide, tutorial videos, presentations, logos and artwork, for an Augmentative and Alternative Communication (AAC) application, intended to be used by people suffering from speech impairments such as apraxia and/or dysarthria of speech.
Variational Decomposition Autoencoders - Codebase repository for paper: "Variational decomposition autoencoding improves disentanglement of latent representations"
A multitask framework for joint ASR and perceptual attribute analysis of dysarthric speech (ASRU 2025).
A machine learning-based system for detecting and transcribing dysarthric speech, utilizing the TORGO dataset, advanced speech processing techniques, and a user-friendly Streamlit interface to enhance accessibility for individuals with speech impairments.
Web page for the project, privacy policy and terms and conditions, for an Augmentative and Alternative Communication (AAC) application, intended to be used by people suffering from speech impairments such as apraxia and/or dysarthria of speech.
🎙️ Collection of NLP, Speech Processing, and Conversational AI projects exploring machine learning, deep learning, transformers, and real-world language technologies.
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