Evaluating Self-supervised Speech Models on a Taiwanese Hokkien Corpus

no code implementations • 6 Dec 2023 • Yi-Hui Chou, Kalvin Chang, Meng-Ju Wu, Winston Ou, Alice Wen-Hsin Bi, Carol Yang, Bryan Y. Chen, Rong-Wei Pai, Po-Yen Yeh, Jo-Peng Chiang, Iu-Tshian Phoann, Winnie Chang, Chenxuan Cui, Noel Chen, Jiatong Shi

Taiwanese Hokkien is declining in use and status due to a language shift towards Mandarin in Taiwan.

Self-Supervised Learning

Listener Model for the PhotoBook Referential Game with CLIPScores as Implicit Reference Chain

1 code implementation • 16 Jun 2023 • Shih-Lun Wu, Yi-Hui Chou, Liangze Li

PhotoBook is a collaborative dialogue game where two players receive private, partially-overlapping sets of images and resolve which images they have in common.

Don't speak too fast: The impact of data bias on self-supervised speech models

no code implementations • 15 Oct 2021 • Yen Meng, Yi-Hui Chou, Andy T. Liu, Hung-Yi Lee

Self-supervised Speech Models (S3Ms) have been proven successful in many speech downstream tasks, like ASR.

BERT-like Pre-training for Symbolic Piano Music Classification Tasks

1 code implementation • 12 Jul 2021 • Yi-Hui Chou, I-Chun Chen, Chin-Jui Chang, Joann Ching, Yi-Hsuan Yang

This article presents a benchmark study of symbolic piano music classification using the masked language modelling approach of the Bidirectional Encoder Representations from Transformers (BERT).

Classification Emotion Classification +3