no code implementations • ROCLING 2022 • Chung-Pu Chiou, Hou-An Lin, Chia-Ping Chen
This paper will introduce the use of Automatic Speech Recognition (ASR) technology to process speech content with specific domain.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +2
no code implementations • ROCLING 2021 • Sung-Jen Huang, Yih-Wen Wang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan
Sound event detection (SED) system outputs sound events and their time boundaries in audio signals.
no code implementations • ROCLING 2022 • Ting-Wei Chen, Wei-Ting Lin, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan, Yu-Han Cheng, Hsiang-Feng Chuang, Wei-Yu Chen
In this paper, we use several combinations of feature front-end modules and attention mechanisms to improve the performance of our speaker verification system.
no code implementations • ROCLING 2022 • Hsin-Jou Lien, Li-Yu Huang, Chia-Ping Chen
To focus on learning the content information between two languages, the training dataset is multilingual artificial dataset whose speaker style is unified.
no code implementations • ROCLING 2022 • Chia-Chuan Liu, Sung-Jen Huang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan, Yu-Han Cheng, Hsiang-Feng Chuang, Wei-Yu Chen
The proposed system achieves PSDS (Polyphonic sound event detection score)-scenario 1, 2 of 40. 8% and 67. 7% outperforms the baseline system of 34. 4% and 57. 2% on the DCASE 2022 Task4 validation dataset.
no code implementations • ROCLING 2021 • Hou-An Lin, Chia-Ping Chen
We utilize the Transformer end-to-end model to develop our code switching speech recognition system, which is trained with the Mandarin dataset and a small amount of Mandarin-English code switching dataset, as the baseline of this paper.
no code implementations • ROCLING 2021 • Wei-Ting Lin, Yu-jia Zhang, Chia-Ping Chen, Chung-Li Lu, Bo-Cheng Chan
Based on a trainable speaker verification system, we use domain generalization algorithms to fine-tune the model parameters.
no code implementations • 1 Apr 2022 • Wei-Tsung Kao, Yuan-Kuei Wu, Chia-Ping Chen, Zhi-Sheng Chen, Yu-Pao Tsai, Hung-Yi Lee
User-defined keyword spotting is a task to detect new spoken terms defined by users.
2 code implementations • ICLR 2022 • Chen-Hao Chao, Wei-Fang Sun, Bo-Wun Cheng, Yi-Chen Lo, Chia-Che Chang, Yu-Lun Liu, Yu-Lin Chang, Chia-Ping Chen, Chun-Yi Lee
These methods facilitate the training procedure of conditional score models, as a mixture of scores can be separately estimated using a score model and a classifier.
1 code implementation • ICCV 2021 • Ning-Hsu Wang, Ren Wang, Yu-Lun Liu, Yu-Hao Huang, Yu-Lin Chang, Chia-Ping Chen, Kevin Jou
In this paper, we propose a method to estimate not only a depth map but an AiF image from a set of images with different focus positions (known as a focal stack).
1 code implementation • CVPR 2021 • Yi-Chen Lo, Chia-Che Chang, Hsuan-Chao Chiu, Yu-Hao Huang, Chia-Ping Chen, Yu-Lin Chang, Kevin Jou
In this paper, we present CLCC, a novel contrastive learning framework for color constancy.
no code implementations • 20 Oct 2020 • Chien-Chuan Su, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Soo-Chang Pei
It aims to preserve visual information of HDR images in a medium with a limited dynamic range.
1 code implementation • ECCV 2020 • Ke-Chi Chang, Ren Wang, Hung-Jin Lin, Yu-Lun Liu, Chia-Ping Chen, Yu-Lin Chang, Hwann-Tzong Chen
Modeling imaging sensor noise is a fundamental problem for image processing and computer vision applications.
no code implementations • SEMEVAL 2018 • Zi-Yuan Gao, Chia-Ping Chen
These classification models are trained sequentially to learn different features for different classification tasks.
no code implementations • ICLR 2018 • Po-Chen Hsieh, Chia-Ping Chen
The datasets are pooled together for learning the parameters of joint classification networks.
no code implementations • SEMEVAL 2017 • Tzu-Hsuan Yang, Tzu-Hsuan Tseng, Chia-Ping Chen
In this paper, we describe our system implementation for sentiment analysis in Twitter.
no code implementations • ROCLING-IJCLCLP 2012 • Liang-Chih Yu, Richard Tzong-Han Tsai, Chia-Ping Chen, Cheng-Zen Yang, Shu-Kai Hsieh