Sushanta K. Pani's repositories
Algorithms-Collection-Python
Collection of Algorithms implemented in Python
long-doc-coref
Code for the EMNLP 2020 paper "Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks"
sushantakpani.github.io
Sushanta's Website
coref-hoi
PyTorch implementation of the end-to-end coreference resolution model with different higher-order inference methods.
d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
data-structures-algorithms-python
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
espnet
End-to-End Speech Processing Toolkit
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
flite
A small fast portable speech synthesis system
IndicWav2Vec
Pretraining, fine-tuning and evaluation scripts for Indic-Wav2Vec2
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Machine-Learning-From-Scratch
Implementation of popular ML algorithms from scratch
Montreal-Forced-Aligner
Command line utility for forced alignment using Kaldi
pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
pytorch-kaldi
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Real-Time-Voice-Cloning
Clone a voice in 5 seconds to generate arbitrary speech in real-time
s3prl
Self-Supervised Speech Pre-training and Representation Learning Toolkit.
seamless_communication
Foundational Models for State-of-the-Art Speech and Text Translation
SemanticHearing
Real-time binaural target sound extraction model.
SpanBERT
Code for using and evaluating SpanBERT.
speechbrain
A PyTorch-based Speech Toolkit
tacotron2
Tacotron 2 - PyTorch implementation with faster-than-realtime inference
transformers-text-classification-for-nlp-using-bert-2478096
This repo is for the Linkedin Learning course: Transformers: Text Classification for NLP using BERT
TTS
:robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
TTS-1
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
YourTTS
YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone