no code implementations • ROCLING 2021 • You-Sheng Tsao, Tien-Hong Lo, Jiun-Ting Li, Shi-Yan Weng, Berlin Chen
With the widespread commercialization of smart devices, research on environmental sound classification has gained more and more attention in recent years.
no code implementations • IJCLCLP 2021 • Fu-An Chao, Tien-Hong Lo, Shi-Yan Weng, Shih-Hsuan Chiu, Yao-Ting Sung, Berlin Chen
This paper describes the NTNU ASR system participating in the Formosa Speech Recognition Challenge 2020 (FSR-2020) supported by the Formosa Speech in the Wild project (FSW).
no code implementations • 27 Oct 2020 • Shi-Yan Weng, Berlin Chen
The attention-based encoder-decoder modeling paradigm has achieved promising results on a variety of speech processing tasks like automatic speech recognition (ASR), text-to-speech (TTS) and among others.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • 1 Jun 2020 • Shi-Yan Weng, Tien-Hong Lo, Berlin Chen
Tremendous amounts of multimedia associated with speech information are driving an urgent need to develop efficient and effective automatic summarization methods.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • 18 May 2020 • Tien-Hong Lo, Shi-Yan Weng, Hsiu-jui Chang, Berlin Chen
Recently, end-to-end (E2E) automatic speech recognition (ASR) systems have garnered tremendous attention because of their great success and unified modeling paradigms in comparison to conventional hybrid DNN-HMM ASR systems.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • 18 May 2020 • Tien-Hong Lo, Fu-An Chao, Shi-Yan Weng, Berlin Chen
This paper describes the NTNU ASR system participating in the Interspeech 2020 Non-Native Children's Speech ASR Challenge supported by the SIG-CHILD group of ISCA.