Ben Peloquin's starred repositories
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
ML-Papers-Explained
Explanation to key concepts in ML
nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
pytorch-openai-transformer-lm
🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
fastText_multilingual
Multilingual word vectors in 78 languages
Sentence-VAE
PyTorch Re-Implementation of "Generating Sentences from a Continuous Space" by Bowman et al 2015 https://arxiv.org/abs/1511.06349
code_search
Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"
deep-regex
Code for the paper Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge (EMNLP 2016). http://arxiv.org/abs/1608.03000
slot_filling_and_intent_detection_of_SLU
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
SER-datasets
A collection of datasets for the purpose of emotion recognition/detection in speech.
cogsci2016
R package for creating a reproducible CogSci submission
speech_translation
Demo and samples for universal speech translator