Ruchao Fan
Orcid: 0000-0001-5021-2747
According to our database1,
Ruchao Fan
authored at least 25 papers
between 2017 and 2024.
Collaborative distances:
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Bibliography
2024
Improving the Accuracy and Inference Efficiency for Low-resource Automatic Speech Recognition
PhD thesis, 2024
IEEE Signal Process. Lett., 2024
CTC-GMM: CTC guided modality matching for fast and accurate streaming speech translation.
CoRR, 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models.
CoRR, 2024
An Efficient ML-based Hardware Trojan Localization Framework for RTL Security Analysis.
Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024
SOA: Reducing Domain Mismatch in SSL Pipeline by Speech Only Adaptation for Low Resource ASR.
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
A CTC Alignment-Based Non-Autoregressive Transformer for End-to-End Automatic Speech Recognition.
IEEE ACM Trans. Audio Speech Lang. Process., 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Towards Better Domain Adaptation for Self-Supervised Models: A Case Study of Child ASR.
IEEE J. Sel. Top. Signal Process., 2022
CoRR, 2022
DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children's ASR.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Towards Better Meta-Initialization with Task Augmentation for Kindergarten-Aged Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2022
LPC Augment: an LPC-based ASR Data Augmentation Algorithm for Low and Zero-Resource Children's Dialects.
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
Fundamental frequency feature warping for frequency normalization and data augmentation in child automatic speech recognition.
Speech Commun., 2021
Low Resource German ASR with Untranscribed Data Spoken by Non-Native Children - INTERSPEECH 2021 Shared Task SPAPL System.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021
CASS-NAT: CTC Alignment-Based Single Step Non-Autoregressive Transformer for Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2021
Bi-APC: Bidirectional Autoregressive Predictive Coding for Unsupervised Pre-Training and its Application to Children's ASR.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2019
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding.
CoRR, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
2017
Proceedings of the 4th International Conference on Systems and Informatics, 2017
Proceedings of the 13th International Conference on Natural Computation, 2017
An improved locality preserving projection for feature transform in speech recognition.
Proceedings of the 2017 International Conference on Machine Learning and Cybernetics, 2017