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Deterministic Algorithms Lab's Projects

back-2-back-translation icon back-2-back-translation

An attempt to make Back-Translation differentiable, using probability weighted embeddings for predicted translations in the nucleus of the predicted distribution over target language sentences.

cross-lingual-voice-cloning icon cross-lingual-voice-cloning

Tacotron 2 - PyTorch implementation with faster-than-realtime inference modified to enable cross lingual voice cloning.

datasets icon datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

encodec icon encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

jax-journey icon jax-journey

A pathway and collection of resources to learning Jax from beginning to advance.

keras-cv icon keras-cv

Industry-strength Computer Vision workflows with Keras

large-xlm icon large-xlm

XLM implementation with utilities to process and train on large multi-lingual datasets, with not enough RAM.

nlp-journey icon nlp-journey

This repository provides a selection of very basic and minimal notebooks for various NLP tasks in written in Jax.

punctformer icon punctformer

Training and evaluation notebooks for Punctuation restoration using Transformers

pytorch-waveglow-tpu icon pytorch-waveglow-tpu

WaveGLow -- A Flow-based Generative Network for Speech Synthesis . PyTorch Code modified to run on TPUs .

std-indic-nlp icon std-indic-nlp

This repository provides download and cleaning scripts for various datasets of NLP in Indic languages and converting them into a standard format.

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