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# This CITATION.cff file was generated with cffinit.

# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0

title: SpeechBrain

message: A PyTorch-based Speech Toolkit

type: software

authors:

- given-names: Mirco

family-names: Ravanelli

affiliation: 'Mila - Quebec AI Institute, Université de Montréal'

- given-names: Titouan

family-names: Parcollet

affiliation: >-

LIA - Avignon Université, CaMLSys - University of

Cambridge

- given-names: Peter

family-names: Plantinga

affiliation: Ohio State University

- given-names: Aku

family-names: Rouhe

affiliation: Aalto University

- given-names: Samuele

family-names: Cornell

affiliation: Università Politecnica delle Marche

- given-names: Loren

family-names: Lugosch

affiliation: 'Mila - Quebec AI Institute, McGill University'

- given-names: Cem

family-names: Subakan

affiliation: Mila - Quebec AI Institute

- given-names: Nauman

family-names: Dawalatabad

affiliation: Indian Institute of Technology Madras

- given-names: Abdelwahab

family-names: Heba

affiliation: IRIT - Université Paul Sabatier

- given-names: Jianyuan

family-names: Zhong

affiliation: Mila - Quebec AI Institute

- given-names: Ju-Chieh

family-names: Chou

affiliation: Toyota Technological Institute at Chicago

- given-names: Sung-Lin

family-names: Yeh

affiliation: University of Edinburgh

- given-names: Szu-Wei

family-names: Fu

affiliation: 'Academia Sinica, Taiwan'

- given-names: Chien-Feng

family-names: Liao

affiliation: 'Academia Sinica, Taiwan'

- given-names: Elena

family-names: Rastorgueva

affiliation: NVIDIA

- given-names: François

family-names: Grondin

affiliation: Université de Sherbrooke

- given-names: William

family-names: Aris

affiliation: Université de Sherbrooke

- given-names: Hwidong

family-names: Na

affiliation: Samsung-SAIT

- given-names: Yan

family-names: Gao

affiliation: CaMLSys - University of Cambridge

- given-names: Renato

name-particle: De

family-names: Mori

affiliation: 'LIA - Avignon Université, McGill University'

- given-names: Yoshua

family-names: Bengio

affiliation: 'Mila - Quebec AI Institute, Université de Montréal'

identifiers:

- type: doi

value: 10.48550/arXiv.2106.04624

description: 'SpeechBrain: A General-Purpose Speech Toolkit'

repository-code: 'https://github.com/speechbrain/speechbrain/'

url: 'https://speechbrain.github.io/'

abstract: >-

SpeechBrain is an open-source and all-in-one speech

toolkit. It is designed to facilitate the research and

development of neural speech processing technologies by

being simple, flexible, user-friendly, and

well-documented. This paper describes the core

architecture designed to support several tasks of common

interest, allowing users to naturally conceive, compare

and share novel speech processing pipelines. SpeechBrain

achieves competitive or state-of-the-art performance in a

wide range of speech benchmarks. It also provides training

recipes, pretrained models, and inference scripts for

popular speech datasets, as well as tutorials which allow

anyone with basic Python proficiency to familiarize

themselves with speech technologies.

keywords:

- speech toolkit

- audio

- deep learning

- PyTorch

- transformers

- voice recognition

- speech recognition

- speech-to-text

- language model

- speaker recognition

- speaker verification

- speech processing

- audio processing

- ASR

- speaker diarization

- speech separation

- speech enhancement

- spoken language understanding

- HuggingFace

license: Apache-2.0