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Karel Vesely's Projects

atco2-corpus icon atco2-corpus

A Corpus for Research on Robust Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

eesen icon eesen

The official repository of the Eesen project

espresso icon espresso

Espresso: A Fast End-to-End Neural Speech Recognition Toolkit

fdndlp icon fdndlp

A speech dereverberation algorithm, also called wpe

fixwav icon fixwav

Quick utility to fix WAV files with incorrect lengths

gpt4all icon gpt4all

gpt4all: open-source LLM chatbots that you can run anywhere

grive2 icon grive2

Google Drive client with support for new Drive REST API and partial sync

jsalt2019-diadet icon jsalt2019-diadet

Repository of recipes for the JSALT2019 workshop on "Speaker Detection in Adverse Scenarios with a Single Microphone"

k2 icon k2

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

kaldi icon kaldi

Karel's development fork of official kaldi repo.

kaldi-io-for-python icon kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

kaldilm icon kaldilm

Python wrapper for kaldi's arpa2fst

latticelm icon latticelm

Software for unsupervised word segmentation and language model learning using lattices

lhotse icon lhotse

Tools for handling speech data in machine learning projects.

libriheavy icon libriheavy

Libriheavy: a 50,000 hours ASR corpus with punctuation casing and context

mistral-src icon mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

mitlm icon mitlm

MIT Language Modeling Toolkit

personalvad icon personalvad

An unofficial implementation of the Personal VAD speaker-conditioned voice activity detection method. Bachelor's thesis project.

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