Multimodal speech recognition using lipreading (with CNNs) and audio (using LSTMs). Sensor fusion is done with an attention network.
☆69Nov 19, 2022Updated 3 years ago
Alternatives and similar repositories for multimodalSR
Users that are interested in multimodalSR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Audio-visual Speech Recognition Datasets☆10Jun 15, 2018Updated 8 years ago
- A fine multimodality fusion network :)☆10Aug 9, 2021Updated 5 years ago
- processing and extracting of face and mouth image files out of the TCDTIMIT database☆47Sep 22, 2020Updated 6 years ago
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow☆26Nov 23, 2018Updated 7 years ago
- Pytorch code for End-to-End Audiovisual Speech Recognition☆182Nov 18, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Audio Visual Speech Recognition☆23Aug 9, 2017Updated 9 years ago
- This repository contains code and data for "On the Multimodal Person Verification Using Audio-Visual-Thermal Data"☆12Apr 27, 2023Updated 3 years ago
- End to End Multiview Lip Reading☆10Jan 26, 2018Updated 8 years ago
- Correspondence and autoencoder neural network training for speech using Pylearn2.☆14Dec 9, 2015Updated 10 years ago
- Functions for creating speech features in MATLAB.☆14Jul 7, 2020Updated 6 years ago
- Build an attention-based model for speech recogntion.Use the Word2vec model to help to train the attention model.☆29Dec 18, 2019Updated 6 years ago
- Multimodal Speech Recognition for phoneme level prediction using Audio-Visual data from TCDTIMIT dataset implementing RNNs with LSTMs for…☆15Jul 27, 2023Updated 3 years ago
- Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augment…☆43Dec 14, 2022Updated 3 years ago
- 基于CNN的音频识别☆18Feb 13, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- (semi) Grapheme-to-Phoneme (G2P) - seq2seq model using PyTorch for Korean☆23Dec 17, 2017Updated 8 years ago
- An end-to-end system that performs temporal recognition of gesture sequences using speech and skeletal input. The model combines three ne…☆29May 1, 2019Updated 7 years ago
- A python tool that converts Arabic diacritised text to a sequence of phonemes and creates a pronunciation dictionary. This code is based …☆15Sep 5, 2017Updated 9 years ago
- Long Short-Term Memory Neural Networks trained and tested on the TIMIT Acoustic-Phonetic Continuous Speech Corpus.☆11Aug 27, 2017Updated 9 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Dec 11, 2020Updated 5 years ago
- Baseline kaldi script for UA-SPEECH corpus☆32Oct 16, 2024Updated 2 years ago
- Attention-based multimodal fusion for sentiment analysis☆368Apr 8, 2024Updated 2 years ago
- Code on selecting an action based on multimodal inputs. Here in this case inputs are voice and text.☆73Jun 7, 2021Updated 5 years ago
- Phoneme Recognition using RecNet☆97Nov 22, 2016Updated 9 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Memory Attention Networks, in IJCAI 2018☆25Dec 5, 2018Updated 7 years ago
- This is application for dysarthria to improve their pronunciation by using deep learning☆10Dec 29, 2020Updated 5 years ago
- A denoising algorithm/ Speech Enhancement method☆13Dec 2, 2018Updated 7 years ago
- “The Simple Smart Mirror” is an Alexa voice controlled programmable LED strip with additional smarts: made by builders for builders and t…☆11Jan 28, 2022Updated 4 years ago
- Towards Efficient Audio-Visual Learners via Empowering Pre-trained Vision Transformers with Cross-Modal Adaptation☆15Apr 13, 2024Updated 2 years ago
- An implementation of the Graves & Schmidhuber (2005) bidirectional LSTM in Flux.☆11May 14, 2018Updated 8 years ago
- Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'☆691Nov 22, 2022Updated 3 years ago
- Framewise phoneme classification on the TIMIT dataset using neural networks☆19Jul 14, 2016Updated 10 years ago
- A search engine implementation using OpenAI's clip model☆10Jun 20, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Using spectrograms and convolutional neural networks to listen to environment sounds.☆32Jul 23, 2021Updated 5 years ago
- Bearing fault diagnosis based on biphasic current☆11Jun 8, 2023Updated 3 years ago
- 3D reconstruction of a scene from a sequence of RGB and depth images in Matlab☆14Feb 16, 2020Updated 6 years ago
- Code and models for evaluating a state-of-the-art lip reading network☆196Mar 24, 2023Updated 3 years ago
- A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"☆85Feb 25, 2022Updated 4 years ago
- Audio-Visual Speech Recognition using Sequence to Sequence Models☆84Jul 10, 2020Updated 6 years ago
- Speech Processing & Linguistic Analysis Tool☆11Jun 30, 2019Updated 7 years ago