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Daniel Meng Liu's Projects

av-sync icon av-sync

Python implementation of the paper " Dynamic Temporal Alignment of Speech to Lips"

deeplip icon deeplip

deep-learning based audio-visual lip bometrics

espnet icon espnet

End-to-End Speech Processing Toolkit

gmm-ubm_map_sv icon gmm-ubm_map_sv

Python code for training and testing of GMM-UBM and maximum a posterirori (MAP) adaptation based speaker verification

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

lipnet-pytorch icon lipnet-pytorch

The state-of-art PyTorch implementation of the method described in the paper "LipNet: End-to-End Sentence-level Lipreading" (https://arxiv.org/abs/1611.01599)

lipreading-densenet3d icon lipreading-densenet3d

DenseNet3D Model In "LRW-1000: A Naturally-Distributed Large-Scale Benchmark for Lip Reading in the Wild", https://arxiv.org/abs/1810.06990

mim-lipreading icon mim-lipreading

Code and model for paper <Mutual Information Maximization for Effective Lip Reading>

pytorch-ivectors icon pytorch-ivectors

GPU accelerated implementation of i-vector extractor training using PyTorch. Requires Kaldi for feature extraction and UBM training. An example script is provided for VoxCeleb data.

tf-kaldi-speaker icon tf-kaldi-speaker

Neural speaker recognition/verification system based on Kaldi and Tensorflow

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