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dialectid_siam

Dialect identification using Siamese network

dynamic-superb

The official repository of Dynamic-SUPERB.

dynamic_memory_networks_with_keras

Keras implementation of the dynamic memory networks from https://arxiv.org/pdf/1603.01417.pdf

e2e_lfmmi

E2E system with LF-MMI; word N-gram for Mandarin

eend

End-to-End Neural Diarization

end2you

eusipco2017

The phoneme classification code for EUSIPCO 2017 paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks

facebook-news

factorizedhierarchicalvae

This repository contains the code to reproduce the core results from the paper "Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data"

fine-grained-sentiment

A comparison and discussion of different NLP methods for 5-class sentiment classification on the SST-5 dataset.

goodness-of-pronunciation

interactive-keras-captioning

Interactive multimedia captioning with Keras

itri-speech-recognition-dataset-generation

Automatic Speech Recognition Dataset Generation

iwslt22-dialect

IWSLT 2022 Dialectal Speech Translation Shared Task

jiwer

Evaluate your speech-to-text system with similarity measures such as word error rate (WER)

k6nele

An Android app that offers speech-to-text services and user interfaces to other apps

kaldi

This is the official location of the Kaldi project.

keras-resources

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

lium-diarization

Copy of Lium Speaker Diarization project with a new build script.

lre15_siam

Language identification using Siamese network based on i-vector

lstm_turn_taking_prediction

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

models

Models and examples built with TensorFlow

multilingual-pr

Phoneme Recognition using pre-trained models Wav2vec2, HuBERT and WavLM. Throughout this project, we compared specifically three different self-supervised models, Wav2vec (2019, 2020), HuBERT (2021) and WavLM (2022) pretrained on a corpus of English speech that we will use in various ways to perform phoneme recognition for different languages with a network trained with Connectionist Temporal Classification (CTC) algorithm.

multimodal-speech-emotion

TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18

mustard

Multimodal Sarcasm Detection Dataset

nemo

NeMo: a toolkit for conversational AI

neural_sp

End-to-end ASR/LM implementation with PyTorch

news_categorization_english

nlpaug

Data augmentation for NLP