Xuechen Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 50

Top Topics

Lesion Detection

Feature Level Fusion

Speaker Verification

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Yun Liu, Xuechen Liu, Xiaoxiao Miao, Junichi Yamagishi
Target Speaker Extraction with Curriculum Learning. CoRR (2024)
Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
Generalizing Speaker Verification for Spoof Awareness in the Embedding Space. CoRR (2024)
Mirco Ravanelli, Titouan Parcollet, Adel Moumen, Sylvain de Langen, Cem Subakan, Peter Plantinga, Yingzhi Wang, Pooneh Mousavi, Luca Della Libera, Artem Ploujnikov, Francesco Paissan, Davide Borra, Salah Zaiem, Zeyu Zhao, Shucong Zhang, Georgios Karakasidis, Sung-Lin Yeh, Pierre Champion, Aku Rouhe, Rudolf Braun, Florian Mai, Juan Zuluaga-Gomez, Seyed Mahed Mousavi, Andreas Nautsch, Xuechen Liu, Sangeet Sagar, Jarod Duret, Salima Mdhaffar, Gaëlle Laperrière, Mickael Rouvier, Renato De Mori, Yannick Estève
Open-Source Conversational AI with SpeechBrain 1.0. CoRR (2024)
Chao Zhang, Xuechen Liu, Katherine Ziska, Soobin Jeon, Chi-Lin Yu, Ying Xu
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling. CoRR (2024)
Chao Zhang, Xuechen Liu, Katherine Ziska, Soobin Jeon, Chi-Lin Yu, Ying Xu
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling. CHI (2024)
Zhengyang Chen, Xuechen Liu, Erica Cooper, Junichi Yamagishi, Yanmin Qian
Generating Speakers by Prompting Listener Impressions for Pre-trained Multi-Speaker Text-to-Speech Systems. CoRR (2024)
Xuechen Liu, Xin Wang, Erica Cooper, Xiaoxiao Miao, Junichi Yamagishi
Speaker-Text Retrieval via Contrastive Learning. CoRR (2023)
Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
Speaker-Aware Anti-Spoofing. CoRR (2023)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Distilling Multi-Level X-vector Knowledge for Small-footprint Speaker Verification. CoRR (2023)
Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung
Towards single integrated spoofing-aware speaker verification embeddings. CoRR (2023)
Xuechen Liu, Md. Sahidullah, Kong Aik Lee, Tomi Kinnunen
Speaker-Aware Anti-spoofing. INTERSPEECH (2023)
Xuechen Liu, Xin Wang, Md. Sahidullah, Jose Patino, Héctor Delgado, Tomi Kinnunen, Massimiliano Todisco, Junichi Yamagishi, Nicholas W. D. Evans, Andreas Nautsch, Kong Aik Lee
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Ying Xu, Kunlei He, Valery Vigil, Santiago Ojeda-Ramirez, Xuechen Liu, Julian Levine, Kelsyann Cervera, Mark Warschauer
"Rosita Reads With My Family": Developing A Bilingual Conversational Agent to Support Parent-Child Shared Reading. IDC (2023)
Sung Hwan Mun, Hye-jin Shim, Hemlata Tak, Xin Wang, Xuechen Liu, Md. Sahidullah, Myeonghun Jeong, Min Hyun Han, Massimiliano Todisco, Kong Aik Lee, Junichi Yamagishi, Nicholas W. D. Evans, Tomi Kinnunen, Nam Soo Kim, Jee-weon Jung
Towards Single Integrated Spoofing-aware Speaker Verification Embeddings. INTERSPEECH (2023)
Alexey Sholokhov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Baselines and Protocols for Household Speaker Recognition. CoRR (2022)
Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas W. D. Evans
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. CoRR (2022)
Tingting Chen, Xuechen Liu, Ruiwei Feng, Wenzhe Wang, Chunnv Yuan, Weiguo Lu, Haizhen He, Honghao Gao, Haochao Ying, Danny Z. Chen, Jian Wu
Discriminative Cervical Lesion Detection in Colposcopic Images With Global Class Activation and Local Bin Excitation. IEEE J. Biomed. Health Informatics 26 (4) (2022)
Kong Aik Lee, Tomi Kinnunen, Daniele Colibro, Claudio Vair, Andreas Nautsch, Hanwu Sun, Liang He, Tianyu Liang, Qiongqiong Wang, Mickael Rouvier, Pierre-Michel Bousquet, Rohan Kumar Das, Ignacio Viñals Bailo, Meng Liu, Héctor Deldago, Xuechen Liu, Md. Sahidullah, Sandro Cumani, Boning Zhang, Koji Okabe, Hitoshi Yamamoto, Ruijie Tao, Haizhou Li, Alfonso Ortega Giménez, Longbiao Wang, Luis Buera
I4U System Description for NIST SRE'20 CTS Challenge. CoRR (2022)
Xuechen Liu, Xin Wang, Md. Sahidullah, Jose Patino, Héctor Delgado, Tomi Kinnunen, Massimiliano Todisco, Junichi Yamagishi, Nicholas Evans, Andreas Nautsch, Kong Aik Lee
ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild. CoRR (2022)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Learnable Nonlinear Compression for Robust Speaker Verification. ICASSP (2022)
Ruiwei Feng, Yan Cao, Xuechen Liu, Tingting Chen, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu
ChroNet: A multi-task learning based approach for prediction of multiple chronic diseases. Multim. Tools Appl. 81 (29) (2022)
Alexey Sholokhov, Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Baselines and Protocols for Household Speaker Recognition. Odyssey (2022)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Learnable Nonlinear Compression for Robust Speaker Verification. CoRR (2022)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation. Odyssey (2022)
Hye-jin Shim, Hemlata Tak, Xuechen Liu, Hee-Soo Heo, Jee-weon Jung, Joon Son Chung, Soo-Whan Chung, Ha-Jin Yu, Bong-Jin Lee, Massimiliano Todisco, Héctor Delgado, Kong Aik Lee, Md. Sahidullah, Tomi Kinnunen, Nicholas Evans
Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion. Odyssey (2022)
Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, Hongmei Yi, Yan Guo, Zhe Wang, Ling Chen, Li Zhang, Xianying He, Xiaofan Zhang, Ke Mei, Chuang Zhu, Weizeng Lu, Linlin Shen, Jun Shi, Jun Li, Sreehari S, Ganapathy Krishnamurthi, Jiangcheng Yang, Tiancheng Lin, Qingyu Song, Xuechen Liu, Simon Graham, Raja Muhammad Saad Bashir, Canqian Yang, Shaofei Qin, Xinmei Tian, Baocai Yin, Jie Zhao, Dimitris N. Metaxas, Hongsheng Li, Chaofu Wang, Shaoting Zhang
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. Medical Image Anal. 80 (2022)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation. CoRR (2022)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Optimized Power Normalized Cepstral Coefficients towards Robust Deep Speaker Verification. CoRR (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Parameterized Channel Normalization for Far-field Deep Speaker Verification. CoRR (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Learnable MFCCs for Speaker Verification. CoRR (2021)
Ruiwei Feng, Xuechen Liu, Jintai Chen, Danny Z. Chen, Honghao Gao, Jian Wu
A Deep Learning Approach for Colonoscopy Pathology WSI Analysis: Accurate Segmentation and Classification. IEEE J. Biomed. Health Informatics 25 (10) (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Optimizing Multi-Taper Features for Deep Speaker Verification. CoRR (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Parameterized Channel Normalization for Far-Field Deep Speaker Verification. ASRU (2021)
Jintai Chen, Haochao Ying, Xuechen Liu, Jingjing Gu, Ruiwei Feng, Tingting Chen, Honghao Gao, Jian Wu
A Transfer Learning Based Super-Resolution Microscopy for Biopsy Slice Images: The Joint Methods Perspective. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (1) (2021)
Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Jose Patino, Md. Sahidullah, Massimiliano Todisco, Xin Wang, Junichi Yamagishi
ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan. CoRR (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Optimized Power Normalized Cepstral Coefficients Towards Robust Deep Speaker Verification. ASRU (2021)
Junichi Yamagishi, Xin Wang, Massimiliano Todisco, Md. Sahidullah, Jose Patino, Andreas Nautsch, Xuechen Liu, Kong Aik Lee, Tomi Kinnunen, Nicholas W. D. Evans, Héctor Delgado
ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection. CoRR (2021)
Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi
Benchmarking and challenges in security and privacy for voice biometrics. CoRR (2021)
Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
UIAI System for Short-Duration Speaker Verification Challenge 2020. SLT (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Optimizing Multi-Taper Features for Deep Speaker Verification. IEEE Signal Process. Lett. 28 (2021)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
Learnable MFCCs for Speaker Verification. ISCAS (2021)
Md. Sahidullah, Achintya Kumar Sarkar, Ville Vestman, Xuechen Liu, Romain Serizel, Tomi Kinnunen, Zheng-Hua Tan, Emmanuel Vincent
UIAI System for Short-Duration Speaker Verification Challenge 2020. CoRR (2020)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings. INTERSPEECH (2020)
Xuechen Liu, Md. Sahidullah, Tomi Kinnunen
A Comparative Re-Assessment of Feature Extractors for Deep Speaker Embeddings. CoRR (2020)
Tingting Chen, Xinjun Ma, Xuechen Liu, Wenzhe Wang, Ruiwei Feng, Jintai Chen, Chunnv Yuan, Weiguo Lu, Danny Z. Chen, Jian Wu
Multi-view Learning with Feature Level Fusion for Cervical Dysplasia Diagnosis. MICCAI (1) (2019)
Xu Lin, Xuechen Liu, Matthias Rauterberg, Jun Hu
Take a Photo for My Story: Social Connectedness for the Elderly. HCI (22) (2019)
Raymond W. M. Ng, Xuechen Liu, Pawel Swietojanski
Teacher-Student Training for Text-Independent Speaker Recognition. SLT (2018)
Jiayu Du, Xingyu Na, Xuechen Liu, Hui Bu
AISHELL-2: Transforming Mandarin ASR Research Into Industrial Scale. CoRR (2018)
Tao Li, Xuechen Liu, Qiankun Dong, Wenjing Ma, Kai Wang
HPSVM: Heterogeneous Parallel SVM with Factorization Based IPM Algorithm on CPU-GPU Cluster. PDP (2016)
Shuai Zhang, Tao Li, Qiankun Dong, Xuechen Liu, Yulu Yang
CPU-assisted GPU thread pool model for dynamic task parallelism. NAS (2015)
Tao Li, Hua Li, Xuechen Liu, Shuai Zhang, Kai Wang, Yulu Yang
GPU Acceleration of Interior Point Methods in Large Scale SVM Training. TrustCom/ISPA/IUCC (2013)