Fabian Ritter Gutierrez

20 papers A 3C 2Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection.
CoRR
Yassine El Kheir, Fabian Ritter Gutierrez, Arnab Das, Tim Polzehl, Sebastian Möller
2025 C conf
A correlation-permutation approach for speech-music encoders model merging.
ASRU
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2025 J jnl
A correlation-permutation approach for speech-music encoders model merging.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2025 C conf
ASTAR-NTU solution to AudioMOS Challenge 2025 Track1.
ASRU
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Nancy F. Chen, Hung-yi Lee
2025 J jnl
ASTAR-NTU solution to AudioMOS Challenge 2025 Track1.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Nancy F. Chen, Hung-yi Lee
2025 A conf
Distilling a speech and music encoder with task arithmetic.
INTERSPEECH
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025 J jnl
Distilling a speech and music encoder with task arithmetic.
CoRR
Fabian Ritter Gutierrez, Yi-Cheng Lin, Jui-Chiang Wei, Jeremy H. M. Wong, Eng Siong Chng, Nancy F. Chen, Hung-yi Lee
2025 — conf
Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection.
WASPAA
Yassine El Kheir, Arnab Das, Enes Erdem Erdogan, Fabian Ritter Gutierrez, Tim Polzehl, Sebastian Möller
2025 J jnl
Two Views, One Truth: Spectral and Self-Supervised Features Fusion for Robust Speech Deepfake Detection.
CoRR
Yassine El Kheir, Arnab Das, Enes Erdem Erdogan, Fabian Ritter Gutierrez, Tim Polzehl, Sebastian Möller
2024 Misc conf
Are Soft Prompts Good Zero-Shot Learners for Speech Recognition?
ICASSP
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2024 A conf
Dataset-Distillation Generative Model for Speech Emotion Recognition.
INTERSPEECH
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 J jnl
Dataset-Distillation Generative Model for Speech Emotion Recognition.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Jeremy H. M. Wong, Dianwen Ng, Hung-yi Lee, Nancy F. Chen, Eng Siong Chng
2024 J jnl
Dynamic-SUPERB Phase-2: A Collaboratively Expanding Benchmark for Measuring the Capabilities of Spoken Language Models with 180 Tasks.
CoRR
Chien-yu Huang, Wei-Chih Chen, Shu-Wen Yang, Andy T. Liu, Chen-An Li, Yu-Xiang Lin, Wei-Cheng Tseng, Anuj Diwan, Yi-Jen Shih, Jiatong Shi, William Chen, Xuanjun Chen, Chi-Yuan Hsiao, Puyuan Peng, Shih-Heng Wang, Chun-Yi Kuan, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Fabian Ritter Gutierrez, Ming To Chuang, Kuan-Po Huang, Siddhant Arora, You-Kuan Lin, Eunjung Yeo, Kalvin Chang, Chung-Ming Chien, Kwanghee Choi, Cheng-Hsiu Hsieh, Yi-Cheng Lin, Chee-En Yu, I-Hsiang Chiu, Heitor R. Guimarães, Jionghao Han, Tzu-Quan Lin, Tzu-Yuan Lin, Homu Chang, Ting-Wu Chang, Chun Wei Chen, Shou-Jen Chen, Yu-Hua Chen, Hsi-Chun Cheng, Kunal Dhawan, Jia-Lin Fang, Shi-Xin Fang, Kuan-Yu Fang Chiang, Chi An Fu, Hsien-Fu Hsiao, Ching Yu Hsu, Shao-Syuan Huang, Lee Chen Wei, Hsi-Che Lin, Hsuan-Hao Lin, Hsuan-Ting Lin, Jian-Ren Lin, Ting-Chun Liu, Li-Chun Lu, Tsung-Min Pai, Ankita Pasad, Shih-Yun Shan Kuan, Suwon Shon, Yuxun Tang, Yun-Shao Tsai, Jui-Chiang Wei, Tzu-Chieh Wei, Chengxi Wu, Dien-Ruei Wu, Chao-Han Huck Yang, Chieh-Chi Yang, Jia Qi Yip, Shao-Xiang Yuan, Vahid Noroozi, Zhehuai Chen, Haibin Wu, Karen Livescu, David Harwath, Shinji Watanabe, Hung-yi Lee
2024 — conf
Noise Robust Distillation of Self-Supervised Speech Models via Correlation Metrics.
ICASSP Workshops
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy H. M. Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2023 J jnl
Are Soft Prompts Good Zero-shot Learners for Speech Recognition?
CoRR
Dianwen Ng, Chong Zhang, Ruixi Zhang, Yukun Ma, Fabian Ritter Gutierrez, Trung Hieu Nguyen, Chongjia Ni, Shengkui Zhao, Eng Siong Chng, Bin Ma
2023 J jnl
Noise robust distillation of self-supervised speech models via correlation metrics.
CoRR
Fabian Ritter Gutierrez, Kuan-Po Huang, Dianwen Ng, Jeremy Heng Meng Wong, Hung-yi Lee, Eng Siong Chng, Nancy F. Chen
2022 — conf
Improving Generalizability of Distilled Self-Supervised Speech Processing Models Under Distorted Settings.
SLT
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
2022 J jnl
Improving generalizability of distilled self-supervised speech processing models under distorted settings.
CoRR
Kuan-Po Huang, Yu-Kuan Fu, Tsu-Yuan Hsu, Fabian Ritter Gutierrez, Fan-Lin Wang, Liang-Hsuan Tseng, Yu Zhang, Hung-yi Lee
2022 J jnl
Self-Supervised Learning With Segmental Masking for Speech Representation.
IEEE J. Sel. Top. Signal Process.
Xianghu Yue, Jingru Lin, Fabian Ritter Gutierrez, Haizhou Li
2021 A conf
Bayesian Parametric and Architectural Domain Adaptation of LF-MMI Trained TDNNs for Elderly and Dysarthric Speech Recognition.
Interspeech
Jiajun Deng, Fabian Ritter Gutierrez, Shoukang Hu, Mengzhe Geng, Xurong Xie, Zi Ye, Shansong Liu, Jianwei Yu, Xunying Liu, Helen Meng