Ruchao Fan

46 papers A 6C 2Misc 7Journal 25Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
AlignFormer: Modality Matching Can Achieve Better Zero-Shot Instruction-Following Speech-LLM.
IEEE J. Sel. Top. Signal Process.
Ruchao Fan, Bo Ren, Yuxuan Hu, Rui Zhao, Shujie Liu, Jinyu Li
2025 J jnl
OleSpeech-IV: A Large-Scale Multispeaker and Multilingual Conversational Speech Dataset with Diverse Topics.
CoRR
Wei Chu, Yuanzhe Dong, Ke Tan, Dong Han, Xavier Menéndez-Pidal, Ruchao Fan, Chenfeng Miao, Chanwoo Kim, Bhiksha Raj, Rita Singh
2025 J jnl
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.
CoRR
Abdelrahman Abouelenin, Atabak Ashfaq, Adam Atkinson, Hany Awadalla, Nguyen Bach, Jianmin Bao, Alon Benhaim, Martin Cai, Vishrav Chaudhary, Congcong Chen, Dong Chen, Dongdong Chen, Jun-Kun Chen, Weizhu Chen, Yen-Chun Chen, Yi-ling Chen, Qi Dai, Xiyang Dai, Ruchao Fan, Mei Gao, Min Gao, Amit Garg, Abhishek Goswami, Junheng Hao, Amr Hendy, Yuxuan Hu, Xin Jin, Mahmoud Khademi, Dongwoo Kim, Young Jin Kim, Gina Lee, Jinyu Li, Yunsheng Li, Chen Liang, Xihui Lin, Zeqi Lin, Mengchen Liu, Yang Liu, Gilsinia Lopez, Chong Luo, Piyush Madan, Vadim Mazalov, Arindam Mitra, Ali Mousavi, Anh Nguyen, Jing Pan, Daniel Perez-Becker, Jacob Platin, Thomas Portet, Kai Qiu, Bo Ren, Liliang Ren, Sambuddha Roy, Ning Shang, Yelong Shen, Saksham Singhal, Subhojit Som, Xia Song, Tetyana Sych, Praneetha Vaddamanu, Shuohang Wang, Yiming Wang, Zhenghao Wang, Haibin Wu, Haoran Xu, Weijian Xu, Yifan Yang, Ziyi Yang, Donghan Yu, Ishmam Zabir, Jianwen Zhang, Li Lyna Zhang, Yunan Zhang, Xiren Zhou
2025 C conf
SLM-S2ST: A multimodal language model for direct speech-to-speech translation.
ASRU
Yuxuan Hu, Haibin Wu, Ruchao Fan, Xiaofei Wang, Heng Lu, Yao Qian, Jinyu Li
2025 C conf
Towards Efficient Speech-Text Jointly Decoding within One Speech Language Model.
ASRU
Haibin Wu, Yuxuan Hu, Ruchao Fan, Xiaofei Wang, Ken'ichi Kumatani, Bo Ren, Jianwei Yu, Heng Lu, Lijuan Wang, Yao Qian, Jinyu Li
2024 — conf
An Efficient ML-based Hardware Trojan Localization Framework for RTL Security Analysis.
MLCAD
Ruchao Fan, Yongming Tang, Hao Sun, Jiyuan Liu, He Li
2024 A conf
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models.
INTERSPEECH
Ruchao Fan, Natarajan Balaji Shankar, Abeer Alwan
2024 J jnl
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models.
CoRR
Ruchao Fan, Natarajan Balaji Shankar, Abeer Alwan
2024 — conf
CTC-GMM: CTC Guided Modality Matching For Fast and Accurate Streaming Speech Translation.
SLT
Rui Zhao, Jinyu Li, Ruchao Fan, Matt Post
2024 J jnl
CTC-GMM: CTC guided modality matching for fast and accurate streaming speech translation.
CoRR
Rui Zhao, Jinyu Li, Ruchao Fan, Matt Post
2024 — —
Improving the Accuracy and Inference Efficiency for Low-resource Automatic Speech Recognition
Ruchao Fan
2024 — conf
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR.
ICASSP Workshops
Natarajan Balaji Shankar, Ruchao Fan, Abeer Alwan
2024 J jnl
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR.
CoRR
Natarajan Balaji Shankar, Ruchao Fan, Abeer Alwan
2024 J jnl
UniEnc-CASSNAT: An Encoder-Only Non-Autoregressive ASR for Speech SSL Models.
IEEE Signal Process. Lett.
Ruchao Fan, Natarajan Balaji Shankar, Abeer Alwan
2024 J jnl
UniEnc-CASSNAT: An Encoder-only Non-autoregressive ASR for Speech SSL Models.
CoRR
Ruchao Fan, Natarajan Balaji Shankar, Abeer Alwan
2023 J jnl
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process.
Ruchao Fan, Wei Chu, Peng Chang, Abeer Alwan
2023 J jnl
A CTC Alignment-based Non-autoregressive Transformer for End-to-end Automatic Speech Recognition.
CoRR
Ruchao Fan, Wei Chu, Peng Chang, Abeer Alwan
2023 Misc conf
CTCBERT: Advancing Hidden-Unit Bert with CTC Objectives.
ICASSP
Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li
2022 J jnl
Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding.
CoRR
Ruchao Fan, Guoli Ye, Yashesh Gaur, Jinyu Li
2022 J jnl
CTCBERT: Advancing Hidden-unit BERT with CTC Objectives.
CoRR
Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li
2022 A conf
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR.
INTERSPEECH
Ruchao Fan, Abeer Alwan
2022 J jnl
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR.
CoRR
Ruchao Fan, Abeer Alwan
2022 J jnl
LPC Augment: An LPC-Based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects.
CoRR
Alexander Johnson, Ruchao Fan, Robin Morris, Abeer Alwan
2022 Misc conf
LPC Augment: an LPC-based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects.
ICASSP
Alexander Johnson, Ruchao Fan, Robin Morris, Abeer Alwan
2022 J jnl
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR.
IEEE J. Sel. Top. Signal Process.
Ruchao Fan, Yunzheng Zhu, Jinhan Wang, Abeer Alwan
2022 Misc conf
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-Aged Speech Recognition.
ICASSP
Yunzheng Zhu, Ruchao Fan, Abeer Alwan
2022 J jnl
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition.
CoRR
Yunzheng Zhu, Ruchao Fan, Abeer Alwan
2021 A conf
An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition.
Interspeech
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan
2021 J jnl
An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition.
CoRR
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan
2021 Misc conf
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-Training and its Application to Children's ASR.
ICASSP
Ruchao Fan, Amber Afshan, Abeer Alwan
2021 J jnl
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR.
CoRR
Ruchao Fan, Amber Afshan, Abeer Alwan
2021 Misc conf
CASS-NAT: CTC Alignment-Based Single Step Non-Autoregressive Transformer for Speech Recognition.
ICASSP
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao
2021 Misc conf
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition.
ICASSP
Gary Yeung, Ruchao Fan, Abeer Alwan
2021 J jnl
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition.
CoRR
Gary Yeung, Ruchao Fan, Abeer Alwan
2021 J jnl
Fundamental frequency feature warping for frequency normalization and data augmentation in child automatic speech recognition.
Speech Commun.
Gary Yeung, Ruchao Fan, Abeer Alwan
2021 A conf
Low Resource German ASR with Untranscribed Data Spoken by Non-Native Children - INTERSPEECH 2021 Shared Task SPAPL System.
Interspeech
Jinhan Wang, Yunzheng Zhu, Ruchao Fan, Wei Chu, Abeer Alwan
2021 J jnl
Low Resource German ASR with Untranscribed Data Spoken by Non-native Children - INTERSPEECH 2021 Shared Task SPAPL System.
CoRR
Jinhan Wang, Yunzheng Zhu, Ruchao Fan, Wei Chu, Abeer Alwan
2020 J jnl
CASS-NAT: CTC Alignment-based Single Step Non-autoregressive Transformer for Speech Recognition.
CoRR
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao
2020 A conf
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification.
INTERSPEECH
Vijay Ravi, Ruchao Fan, Amber Afshan, Huanhua Lu, Abeer Alwan
2020 J jnl
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification.
CoRR
Vijay Ravi, Ruchao Fan, Amber Afshan, Huanhua Lu, Abeer Alwan
2019 A conf
An Online Attention-Based Model for Speech Recognition.
INTERSPEECH
Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu
2019 J jnl
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding.
CoRR
Pan Zhou, Ruchao Fan, Wei Chen, Jia Jia
2018 J jnl
An Online Attention-based Model for Speech Recognition.
CoRR
Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu
2017 Misc conf
An improved locality preserving projection for feature transform in speech recognition.
ICMLC
Gang Liu, Boce Chu, Ruchao Fan
2017 — conf
Frequency warping based on two factor weighted fusion.
ICSAI
Gang Liu, Haobin Chen, Ruchao Fan
2017 — conf
Multi-parameter frequency warping based on LDA.
ICNC-FSKD
Gang Liu, Boce Chu, Ruchao Fan