Yuzong Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 25

Top Topics

Subset Selection

Speech Recognition

Keyword Spotting

Top Venues

Publications

Gene-Ping Yang, Yue Gu, Sashank Macha, Qingming Tang, Yuzong Liu
On-Device Constrained Self-Supervised Learning for Keyword Spotting via Quantization Aware Pre-Training and Fine-Tuning. ICASSP (2024)
Chenyang Gao, Yue Gu, Francesco Calivá, Yuzong Liu
Self-Supervised Speech Representation Learning for Keyword-Spotting With Light-Weight Transformers. ICASSP (2023)
Gene-Ping Yang, Yue Gu, Qingming Tang, Dongsu Du, Yuzong Liu
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation. CoRR (2023)
Zuhaib Akhtar, Mohammad Omar Khursheed, Dongsu Du, Yuzong Liu
Small-footprint slimmable networks for keyword spotting. CoRR (2023)
Sashank Macha, Om Oza, Alex Escott, Francesco Calivá, Robbie Armitano, Santosh Kumar Cheekatmalla, Sree Hari Krishnan Parthasarathi, Yuzong Liu
Fixed-point quantization aware training for on-device keyword-spotting. CoRR (2023)
Zuhaib Akhtar, Mohammad Omar Khursheed, Dongsu Du, Yuzong Liu
Small-Footprint Slimmable Networks for Keyword Spotting. ICASSP (2023)
Chenyang Gao, Yue Gu, Francesco Calivá, Yuzong Liu
Self-supervised speech representation learning for keyword-spotting with light-weight transformers. CoRR (2023)
Sashank Macha, Om Oza, Alex Escott, Francesco Calivá, Robbie Armitano, Santosh Kumar Cheekatmalla, Sree Hari Krishnan Parthasarathi, Yuzong Liu
Fixed-Point Quantization Aware Training for on-Device Keyword-Spotting. ICASSP (2023)
Gene-Ping Yang, Yue Gu, Qingming Tang, Dongsu Du, Yuzong Liu
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation. INTERSPEECH (2023)
Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. TSD (2022)
Lu Zeng, Sree Hari Krishnan Parthasarathi, Yuzong Liu, Alex Escott, Santosh Cheekatmalla, Nikko Strom, Shiv Vitaladevuni
Sub 8-Bit Quantization of Streaming Keyword Spotting Models for Embedded Chipsets. CoRR (2022)
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff
Transformer-Transducers for Code-Switched Speech Recognition. ICASSP (2021)
Chander Chandak, Zeynab Raeesy, Ariya Rastrow, Yuzong Liu, Xiangyang Huang, Siyu Wang, Dong Kwon Joo, Roland Maas
Streaming Language Identification using Combination of Acoustic Representations and ASR Hypotheses. CoRR (2020)
Shaoshi Ling, Yuzong Liu
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization. CoRR (2020)
Siddharth Dalmia, Yuzong Liu, Srikanth Ronanki, Katrin Kirchhoff
Transformer-Transducers for Code-Switched Speech Recognition. CoRR (2020)
Shaoshi Ling, Julian Salazar, Yuzong Liu, Katrin Kirchhoff
BERTphone: Phonetically-aware Encoder Representations for Utterance-level Speaker and Language Recognition. Odyssey (2020)
Shaoshi Ling, Yuzong Liu, Julian Salazar, Katrin Kirchhoff
Deep Contextualized Acoustic Representations for Semi-Supervised Speech Recognition. ICASSP (2020)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. ICASSP (2019)
Yiming Wang, Xing Fan, I-Fan Chen, Yuzong Liu, Tongfei Chen, Björn Hoffmeister
End-to-end Anchored Speech Recognition. CoRR (2019)
Courtney Mansfield, Ming Sun, Yuzong Liu, Ankur Gandhe, Björn Hoffmeister
Neural Text Normalization with Subword Units. NAACL-HLT (2) (2019)
Shaoshi Ling, Yuzong Liu, Julian Salazar, Katrin Kirchhoff
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition. CoRR (2019)
Yuzong Liu, Rishabh K. Iyer, Katrin Kirchhoff, Jeff A. Bilmes
SVitchboard-II and FiSVer-I: Crafting high quality and low complexity conversational english speech corpora using submodular function optimization. Comput. Speech Lang. 42 (2017)
Brian King, I-Fan Chen, Yonatan Vaizman, Yuzong Liu, Roland Maas, Sree Hari Krishnan Parthasarathi, Björn Hoffmeister
Robust Speech Recognition via Anchor Word Representations. INTERSPEECH (2017)
Yuzong Liu, Katrin Kirchhoff
Novel Front-End Features Based on Neural Graph Embeddings for DNN-HMM and LSTM-CTC Acoustic Modeling. INTERSPEECH (2016)
Yuzong Liu, Katrin Kirchhoff
Graph-Based Semisupervised Learning for Acoustic Modeling in Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 24 (11) (2016)
Yuzong Liu, Rishabh K. Iyer, Katrin Kirchhoff, Jeff A. Bilmes
SVitchboard II and fiSVer i: high-quality limited-complexity corpora of conversational English speech. INTERSPEECH (2015)
Yuzong Liu, Katrin Kirchhoff
Acoustic modeling with neural graph embeddings. ASRU (2015)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Chris D. Bartels, Jeff A. Bilmes
Submodular subset selection for large-scale speech training data. ICASSP (2014)
Yuzong Liu, Katrin Kirchhoff
Graph-based semi-supervised acoustic modeling in DNN-based speech recognition. SLT (2014)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes
Unsupervised submodular subset selection for speech data. ICASSP (2014)
Yuzong Liu, Kai Wei, Katrin Kirchhoff, Yisong Song, Jeff A. Bilmes
Submodular feature selection for high-dimensional acoustic score spaces. ICASSP (2013)
Katrin Kirchhoff, Yuzong Liu, Jeff A. Bilmes
Classification of developmental disorders from speech signals using submodular feature selection. INTERSPEECH (2013)
Kai Wei, Yuzong Liu, Katrin Kirchhoff, Jeff A. Bilmes
Using Document Summarization Techniques for Speech Data Subset Selection. HLT-NAACL (2013)
Yuzong Liu, Katrin Kirchhoff
Graph-based semi-supervised learning for phone and segment classification. INTERSPEECH (2013)
Yuzong Liu, Mohit Sharma, Charles M. Gaona, Jonathan Breshears, Jarod Roland, Zachary Freudenburg, Kilian Q. Weinberger, Eric Leuthardt
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans. NIPS (2010)