Fabian Ritter Gutierrez

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Speech Recognition

Keyword Spotting

Noisy Environments

Top Venues

IEEE J. Sel. Top. Signal Process.

Publications

Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-Shot Learners for Speech Recognition? ICASSP (2024)
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
Dataset-Distillation Generative Model for Speech Emotion Recognition. CoRR (2024)
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
Noise robust distillation of self-supervised speech models via correlation metrics. CoRR (2023)
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
Are Soft Prompts Good Zero-shot Learners for Speech Recognition? CoRR (2023)
Xianghu Yue, Jingru Lin, Fabian Ritter Gutierrez, Haizhou Li
Self-Supervised Learning With Segmental Masking for Speech Representation. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
Improving Generalizability of Distilled Self-Supervised Speech Processing Models Under Distorted Settings. SLT (2022)
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
Improving generalizability of distilled self-supervised speech processing models under distorted settings. CoRR (2022)
Jiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition. Interspeech (2021)