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muse-2024

muse-wild_2020

muse2021

Reproducing the baselines of the 2nd Multimodal Sentiment Analysis Challenge (MuSe 2021)

muse2022

neuralmt

A Neural Machine Translation framework for training large-scale networks on multiple nodes with multiple GPUs.

openface

Face recognition with deep neural networks.

praatio

A python library that facilitates working with praat files. It is primarily used for extracting features from and making manipulations on audio files given hierarchical time-aligned transcriptions (utterance > word > syllable > phone, etc).

pvdm

:books: Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.

pysrilm

An extremely simple Python wrapper for the SRI Language Modeling toolkit

pytorchtutorial

PyTorch Tutorials from my YouTube channel

pytorch_convgru

Convolutional Gated Recurrent Units implemented in PyTorch

pytorch_convolutional_rnn

PyTorch implementation of Convolutional Recurrent Neural Network

requests-for-research

A living collection of deep learning problems

rnn

Recurrent Neural Network library for Torch7's nn

rnn_ctc

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

rucemo-muse

sb-libri-hmmdnn

Librispeech HMM/DNN SpeechBrain S5

simple_beamsearch

simple_beamsearch example

speech-emotion-recognition

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

speechbrain

A PyTorch-based Speech Toolkit

stanford-ctc

Neural net code for lexicon-free speech recognition with connectionist temporal classification

subword-nmt

Subword Neural Machine Translation

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs

tim-net_ser

[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

torch-rnn

Efficient, reusable RNNs and LSTMs for torch

transformer-cnn-emotion-recognition

Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transformers, and everything in between

video-classification-3d-cnn-pytorch

Video classification tools using 3D ResNet

word2vec

Python interface to Google word2vec

xenc

XenC: open-source data selection tool for NLP