A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding

no code implementations • 4 Nov 2021 • Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab Heba

Speech self-supervised models such as wav2vec 2. 0 and HuBERT are making revolutionary progress in Automatic Speech Recognition (ASR).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +8

SpeechBrain: A General-Purpose Speech Toolkit

4 code implementations • 8 Jun 2021 • Mirco Ravanelli, Titouan Parcollet, Peter Plantinga, Aku Rouhe, Samuele Cornell, Loren Lugosch, Cem Subakan, Nauman Dawalatabad, Abdelwahab Heba, Jianyuan Zhong, Ju-chieh Chou, Sung-Lin Yeh, Szu-Wei Fu, Chien-Feng Liao, Elena Rastorgueva, François Grondin, William Aris, Hwidong Na, Yan Gao, Renato de Mori, Yoshua Bengio

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

Language Identification Spoken Language Understanding

Timers and Such: A Practical Benchmark for Spoken Language Understanding with Numbers

2 code implementations • 4 Apr 2021 • Loren Lugosch, Piyush Papreja, Mirco Ravanelli, Abdelwahab Heba, Titouan Parcollet

This paper introduces Timers and Such, a new open source dataset of spoken English commands for common voice control use cases involving numbers.

Spoken Language Understanding

Twist your logic with TouIST

1 code implementation • 14 Jul 2015 • Khaled Skander Ben Slimane, Alexis Comte, Olivier Gasquet, Abdelwahab Heba, Olivier Lezaud, Frederic Maris, Mael Valais

SAT provers are powerful tools for solving real-sized logic problems, but using them requires solid programming knowledge and may be seen w. r. t.\ logic like assembly language w. r. t.\ programming.