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:
- A fine multimodality fusion network :)☆10Aug 9, 2021Updated 4 years ago
- Google Summer of Code 2017 Project: Development of Speech Recognition Module for Red Hen Lab☆44Aug 29, 2017Updated 8 years ago
- processing and extracting of face and mouth image files out of the TCDTIMIT database☆47Sep 22, 2020Updated 5 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
- End to End Multiview Lip Reading☆10Jan 26, 2018Updated 8 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.
- Correspondence and autoencoder neural network training for speech using Pylearn2.☆14Dec 9, 2015Updated 10 years ago
- Pytorch code for End-to-End Audiovisual Speech Recognition☆183Nov 18, 2022Updated 3 years ago
- Multimodal Emotion Recognition in a video using feature level fusion of audio and visual modalities☆15Jul 5, 2018Updated 8 years ago
- Multilingual grapheme-to-phoneme conversion☆20Feb 23, 2018Updated 8 years ago
- Transformer-based online speech recognition system with TensorFlow 2☆26Jan 22, 2021Updated 5 years ago
- Audio-Visual Speech Recognition using Deep Learning☆61Nov 14, 2018Updated 7 years ago
- Multimodal Speech Recognition for phoneme level prediction using Audio-Visual data from TCDTIMIT dataset implementing RNNs with LSTMs for…☆15Jul 27, 2023Updated 2 years ago
- Audio-Visual Speech Recognition using Sequence to Sequence Models☆84Jul 10, 2020Updated 6 years ago
- Python toolkit for Visual Speech Recognition☆37Jun 10, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- (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
- 基于CNN的音频识别☆18Feb 13, 2019Updated 7 years ago
- Long Short-Term Memory Neural Networks trained and tested on the TIMIT Acoustic-Phonetic Continuous Speech Corpus.☆11Aug 27, 2017Updated 8 years ago
- Keras implementation of 'LipNet: End-to-End Sentence-level Lipreading'☆691Nov 22, 2022Updated 3 years ago
- This is application for dysarthria to improve their pronunciation by using deep learning☆10Dec 29, 2020Updated 5 years ago
- Audio Visual Speech Recognition☆23Aug 9, 2017Updated 8 years ago
- Build an attention-based model for speech recogntion.Use the Word2vec model to help to train the attention model.☆30Dec 18, 2019Updated 6 years ago
- Towards Efficient Audio-Visual Learners via Empowering Pre-trained Vision Transformers with Cross-Modal Adaptation☆15Apr 13, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Dual cross modality attention audio-visual speech recognition model based on vgg transformer with hybrid CTC/attention architecture using…☆14Jul 2, 2020Updated 6 years ago
- A collection of multimodal datasets, and visual features for VQA and captionning in pytorch. Just run "pip install multimodal"☆83Feb 25, 2022Updated 4 years ago
- calling GNU Octave functions from the Julia language☆11Jan 31, 2025Updated last year
- Using spectrograms and convolutional neural networks to listen to environment sounds.☆32Jul 23, 2021Updated 4 years ago
- Robust multimodal integration method implemented in PyTorch and TensorFlow☆88Mar 5, 2021Updated 5 years ago
- Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments☆112Mar 19, 2024Updated 2 years ago
- 多模态数据融合:为了完成多模态数据融合,首先利用VGG16网络和cifar10数据集完成多输入网络的分类,在VGG16的基础之上,将前三层特征提取网络作为不同输入的特征提取网络,在中间层进行特征拼接,后面的卷积层用于提取融合特征,最后加上全连接层。该网络稍作修改就能同时提取…☆103Sep 25, 2020Updated 5 years ago
- Raw waveform adaptation with SincNet☆12Mar 19, 2024Updated 2 years ago
- Phoneme Recognition using RecNet☆97Nov 22, 2016Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Multimodal short video classification task, integrating video, image, audio and text modes for short video classification☆20Mar 12, 2020Updated 6 years ago
- Conformer encoder + Transformer decoder with Hybrid CTC/attention☆12Nov 11, 2021Updated 4 years ago
- A Pytorch implementation of emotion recognition from videos☆18Sep 15, 2020Updated 5 years ago
- Urban sounds classification with Covnolutional Neural Networks☆37Nov 15, 2019Updated 6 years ago
- ☆12Jun 13, 2017Updated 9 years ago
- ABX and kaldi experiments on speech corpora made easy☆34Oct 7, 2024Updated last year
- automatic music transcription application written in java☆12Jan 13, 2013Updated 13 years ago