no code implementations • 22 Sep 2023 • Heitor R. Guimarães, Arthur Pimentel, Anderson Avila, Tiago H. Falk
Keyword spotting (KWS) refers to the task of identifying a set of predefined words in audio streams.
no code implementations • 23 May 2023 • Vamsikrishna Chemudupati, Marzieh Tahaei, Heitor Guimaraes, Arthur Pimentel, Anderson Avila, Mehdi Rezagholizadeh, Boxing Chen, Tiago Falk
Large self-supervised pre-trained speech models have achieved remarkable success across various speech-processing tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 9 May 2023 • Heitor Guimarães, Arthur Pimentel, Anderson Avila, Mehdi Rezagholizadeh, Tiago H. Falk
Later, these representations serve as input to downstream models to solve a number of tasks, such as keyword spotting or emotion recognition.
no code implementations • 29 Sep 2021 • Chao Xing, Dong Wang, LiRong Dai, Qun Liu, Anderson Avila
Overparameterized transformer-based architectures have shown remarkable performance in recent years, achieving state-of-the-art results in speech processing tasks such as speech recognition, speech synthesis, keyword spotting, and speech enhancement et al.