desh2608

gss

A simple package for Guided source separation (GSS)

dover-lap

Python package for combining diarization system outputs.

diarizer

Clustering-based methods for overlapping diarization

spyder

Simple Python package for fast DER computation

css

PyTorch implementation of Continuous Speech Separation

desh2608.github.io

Personal homepage for Desh Raj

alignment_restricted_transducer

An implementation of AR-RNNT loss as proposed in this paper: https://arxiv.org/abs/2011.03072

ai-deadlines

:alarm_clock: AI conference deadline countdowns

beamformer

Souden MVDR beamformer on GPU with CuPy

cacgmm

GPU-based CACGMM trainer in CuPy

kaldialign

Python wrappers for Kaldi Levenshtein's distance and alignment code.

lhotse

pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

queue-utils

Utility scripts to submit multi-GPU jobs on CLSP, COE, and MARCC

speech-datasets

Various speech datasets made available to the public

transducer-loss-benchmarking

wpe

Nara-WPE in CuPy for GPU inference

espnet

End-to-End Speech Processing Toolkit

fast_rnnt

A torch implementation of a recursion which turns out to be useful for RNN-T.

gecko

Gecko - A Tool for Effective Annotation of Human Conversations

hyperion

Python toolkit for speech processing

icefall

jsalt2020_simulate

Training data simulation

k2

FSA/FST algorithms, intended to (eventually) be interoperable with PyTorch and similar

last

A JAX library for building lattice-based speech transducer models

plz

Helpers for running native Python functions as qsub jobs on the CLSP grid

pytorch-edit-distance

Levenshtein edit-distance on PyTorch and CUDA

scikit-learn

scikit-learn: machine learning in Python

speechbrain

A PyTorch-based Speech Toolkit

streaming_wer

CUDA implementation of Streaming WER metric