btarjan

btarjan's Stars

• jitsi/jiwer

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

  Language:Python64597

• ASR-project/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.

  Language:Python21018

• jhasegaw/phonecodes

  python code for converting among IPA, ARPABET, XSAMPA, Callhome, DISC, TIMIT, plus some lexical tones.

  Language:Python3012

• snakers4/silero-vad

  Silero VAD: pre-trained enterprise-grade Voice Activity Detector

  Language:Python4.5k435

• doccano/doccano

  Open source annotation tool for machine learning practitioners.

  Language:Python9.6k1.7k

• openai/whisper

  Robust Speech Recognition via Large-Scale Weak Supervision

  Language:Python72.1k8.6k

• flashlight/wav2letter

  Facebook AI Research's Automatic Speech Recognition Toolkit

  Language:C++6.4k1k

• coqui-ai/STT

  🐸STT - The deep learning toolkit for Speech-to-Text. Training and deploying STT models has never been so easy.

  Language:C++2.3k278

• attilanagy234/neural-punctuator

  Complimentary code for our paper Automatic punctuation restoration with BERT models

  Language:Jupyter Notebook487

• revdotcom/fstalign

  An efficient OpenFST-based tool for calculating WER and aligning two transcript sequences.

  Language:C++1588

• syhw/wer_are_we

  Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

  1.9k226

• kpot/keras-transformer

  Keras library for building (Universal) Transformers, facilitating BERT and GPT models

  Language:Python533140

• CyberZHG/keras-transformer

  Transformer implemented in Keras

  Language:Python37196

• eggie5/NCE-loss

  Tensorflow NCE loss in Keras

  Language:Python349

• sannykim/transformer

  A collection of resources to study Transformers in depth.

  51362

• thunlp/PLMpapers

  Must-read Papers on pre-trained language models.

  3.3k436

• DavidWBressler/GCNN

  Pytorch implementation of Dauphin et al. (2016) "Language Modeling with Gated Convolutional Networks"

  Language:Jupyter Notebook2913

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python136k27.2k

• CyberZHG/keras-adaptive-softmax

  Adaptive embedding and softmax

  Language:Python171

• minimaxir/textgenrnn

  Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

  Language:Python4.9k752

• nytud/emtsv

  e-magyar text processing system -- inter-module communication via tsv + REST API

  Language:Python2711

• HIT-SCIR/ELMoForManyLangs

  Pre-trained ELMo Representations for Many Languages

  Language:Python1.5k243

• philipperemy/keras-tcn

  Keras Temporal Convolutional Network.

  Language:Python1.9k455

• rsennrich/subword-nmt

  Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

  Language:Python2.2k464

• scikit-learn-contrib/imbalanced-learn

  A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

  Language:Python6.9k1.3k