Ruchao Fan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 35

Top Topics

Speech Recognition

Top Venues

Publications

Natarajan Balaji Shanka, Ruchao Fan, Abeer Alwan
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR. CoRR (2024)
Ruchao Fan, Natarajan Balaji Shanka, Abeer Alwan
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models. CoRR (2024)
Ruchao Fan, Natarajan Balaji Shanka, Abeer Alwan
UniEnc-CASSNAT: An Encoder-Only Non-Autoregressive ASR for Speech SSL Models. IEEE Signal Process. Lett. 31 (2024)
Ruchao Fan, Natarajan Balaji Shanka, Abeer Alwan
UniEnc-CASSNAT: An Encoder-only Non-autoregressive ASR for Speech SSL Models. CoRR (2024)
Ruchao Fan, Wei Chu, Peng Chang, Abeer Alwan
A CTC Alignment-based Non-autoregressive Transformer for End-to-end Automatic Speech Recognition. CoRR (2023)
Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li
CTCBERT: Advancing Hidden-Unit Bert with CTC Objectives. ICASSP (2023)
Ruchao Fan, Wei Chu, Peng Chang, Abeer Alwan
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Alexander Johnson, Ruchao Fan, Robin Morris, Abeer Alwan
LPC Augment: An LPC-Based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects. CoRR (2022)
Ruchao Fan, Yunzheng Zhu, Jinhan Wang, Abeer Alwan
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Ruchao Fan, Guoli Ye, Yashesh Gaur, Jinyu Li
Acoustic-aware Non-autoregressive Spell Correction with Mask Sample Decoding. CoRR (2022)
Yunzheng Zhu, Ruchao Fan, Abeer Alwan
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition. CoRR (2022)
Ruchao Fan, Yiming Wang, Yashesh Gaur, Jinyu Li
CTCBERT: Advancing Hidden-unit BERT with CTC Objectives. CoRR (2022)
Yunzheng Zhu, Ruchao Fan, Abeer Alwan
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-Aged Speech Recognition. ICASSP (2022)
Ruchao Fan, Abeer Alwan
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR. INTERSPEECH (2022)
Alexander Johnson, Ruchao Fan, Robin Morris, Abeer Alwan
LPC Augment: an LPC-based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects. ICASSP (2022)
Ruchao Fan, Abeer Alwan
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR. CoRR (2022)
Gary Yeung, Ruchao Fan, Abeer Alwan
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition. ICASSP (2021)
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao
CASS-NAT: CTC Alignment-Based Single Step Non-Autoregressive Transformer for Speech Recognition. ICASSP (2021)
Gary Yeung, Ruchao Fan, Abeer Alwan
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition. CoRR (2021)
Jinhan Wang, Yunzheng Zhu, Ruchao Fan, Wei Chu, Abeer Alwan
Low Resource German ASR with Untranscribed Data Spoken by Non-Native Children - INTERSPEECH 2021 Shared Task SPAPL System. Interspeech (2021)
Ruchao Fan, Amber Afshan, Abeer Alwan
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-Training and its Application to Children's ASR. ICASSP (2021)
Jinhan Wang, Yunzheng Zhu, Ruchao Fan, Wei Chu, Abeer Alwan
Low Resource German ASR with Untranscribed Data Spoken by Non-native Children - INTERSPEECH 2021 Shared Task SPAPL System. CoRR (2021)
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan
An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition. Interspeech (2021)
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao, Abeer Alwan
An Improved Single Step Non-autoregressive Transformer for Automatic Speech Recognition. CoRR (2021)
Ruchao Fan, Amber Afshan, Abeer Alwan
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-training and Its Application to Children's ASR. CoRR (2021)
Gary Yeung, Ruchao Fan, Abeer Alwan
Fundamental frequency feature warping for frequency normalization and data augmentation in child automatic speech recognition. Speech Commun. 135 (2021)
Vijay Ravi, Ruchao Fan, Amber Afshan, Huanhua Lu, Abeer Alwan
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification. INTERSPEECH (2020)
Vijay Ravi, Ruchao Fan, Amber Afshan, Huanhua Lu, Abeer Alwan
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification. CoRR (2020)
Ruchao Fan, Wei Chu, Peng Chang, Jing Xiao
CASS-NAT: CTC Alignment-based Single Step Non-autoregressive Transformer for Speech Recognition. CoRR (2020)
Pan Zhou, Ruchao Fan, Wei Chen, Jia Jia
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding. CoRR (2019)
Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu
An Online Attention-Based Model for Speech Recognition. INTERSPEECH (2019)
Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu
An Online Attention-based Model for Speech Recognition. CoRR (2018)
Gang Liu, Boce Chu, Ruchao Fan
An improved locality preserving projection for feature transform in speech recognition. ICMLC (2017)
Gang Liu, Haobin Chen, Ruchao Fan
Frequency warping based on two factor weighted fusion. ICSAI (2017)
Gang Liu, Boce Chu, Ruchao Fan
Multi-parameter frequency warping based on LDA. ICNC-FSKD (2017)