Magnitude-Aware Probabilistic Speaker Embeddings
Nikita Kuzmin, Igor Fedorov, Alexey Sholokhov

Analyzing Speaker Verification Embedding Extractors and Back-Ends Under Language and Channel Mismatch
Anna Silnova, Themos Stafylakis, Ladislav Mošner, Oldřich Plchot, Johan Rohdin, Pavel Matĕjka, Lukáš Burget, Ondřej Glembek, Niko Brummer

Progressive Contrastive Learning for Self-Supervised Text-Independent Speaker Verification
Junyi Peng, Chunlei Zhang, Jan "Honza" Černocký, Dong Yu

Impostor Score Statistics as Quality Measures for the Calibration of Speaker Verification Systems
Sandro Cumani, Salvatore Sarni

Hybrid Neural Network-Based Deep Embedding Extractors for Text-Independent Speaker Verification
Jahangir Alam, Woo Hyun Kang, Abderrahim Fathan

Learning Noise Robust ResNet-Based Speaker Embedding for Speaker Recognition
Mohammad MohammadAmini, Driss Matrouf, Jean-François Bonastre, Sandipana Dowerah, Romain Serizel, Denis Jouvet

Teager Energy Based-Detection of One-point and Two-point Replay Attacks: Towards Cross-Database Generalization
Anand Therattil, Priyanka Gupta, Piyushkumar K. Chodingala, Hemant A. Patil

Investigation on Mixup Strategies for End-to-End Voice Spoof Detection System
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan

Speaker-Targeted Synthetic Speech Detection
Diego Castan, Md Hafizur Rahman, Sarah Bakst, Chris Cobo-Kroenke, Mitchell McLaren, Martin Graciarena, Aaron Lawson

Explainable Deepfake and Spoofing Detection: An Attack Analysis Using SHapley Additive exPlanations
Wanying Ge, Massimiliano Todisco, Nicholas Evans

A Probabilistic Fusion Framework for Spoofing Aware Speaker Verification
You Zhang, Ge Zhu, Zhiyao Duan

Spoofing-Aware Speaker Verification with Unsupervised Domain Adaptation
Xuechen Liu, Md Sahidullah, Tomi Kinnunen

Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion
Haibin Wu, Jiawen Kang, Lingwei Meng, Yang Zhang, Xixin Wu, Zhiyong Wu, Hung-yi Lee, Helen Meng

Investigating Self-Supervised Front Ends for Speech Spoofing Countermeasures
Xin Wang, Junichi Yamagishi

A Novel Feature Based on Graph Signal Processing for Detection of Physical Access Attacks
Longting Xu, Mianxin Tian, Xing Guo, Zhiyong Shan, Jie Jia, Yiyuan Peng, Jichen Yang, Rohan Kumar Das

Automatic Speaker Verification Spoofing and Deepfake Detection Using Wav2vec 2.0 and Data Augmentation
Hemlata Tak, Massimiliano Todisco, Xin Wang, Jee-weon Jung, Junichi Yamagishi, Nicholas Evans

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing
Wei Liu, Meng Sun, Xiongwei Zhang, Hugo Van hamme, Thomas Fang Zheng

Robust Cross-SubBand Countermeasure Against Replay Attacks
Jingze Lu, Yuxiang Zhang, Wenchao Wang, Pengyuan Zhang

Improving the Naturalness of Simulated Conversations for End-to-End Neural Diarization
Natsuo Yamashita, Shota Horiguchi, Takeshi Homma

Collar-Aware Training for Streaming Speaker Change Detection in Broadcast Speech
Joonas Kalda, Tanel Alumäe

BIT Submission for the Conversational Speaker Diarization Challenge
Chenguang Hu, Qingran Zhan, Miao Liu, Xiang Xie

DP-Means: An Efficient Bayesian Nonparametric Model for Speaker Diarization
Yijun Gong, Xiao-Lei Zhang

Low-Latency Online Speaker Diarization with Graph-Based Label Generation
Yucong Zhang, Qinjian Lin, Weiqing Wang, Lin Yang, Xuyang Wang, Junjie Wang, Ming Li

A Quick and Effective Speaker Diarization System
Zuoer Chen, Liang He

Domain Generalized Speaker Embedding Learning via Mutual Information Minimization
Woo Hyun Kang, Jahangir Alam, Abderrahim Fathan

Baselines and Protocols for Household Speaker Recognition
Alexey Sholokhov, Xuechen Liu, Md Sahidullah, Tomi Kinnunen

Speaker Recognition on Mono-Channel Telephony Recordings
Yosef Solewicz, Noa Cohen, Johan Rohdin, Srikanth Madikeri, Jan ”Honza” Čercnocký

Parameter-Free Attentive Scoring for Speaker Verification
Jason Pelecanos, Quan Wang, Yiling Huang, Ignacio Lopez Moreno

Time-Varying Score Reliability Prediction in Speaker Identification
Sarah Bakst, Chris Cobo-Kroenke, Aaron Lawson, Mitchell McLaren, Allen Stauffer

Advances in Cross-Lingual and Cross-Source Audio-Visual Speaker Recognition: The JHU-MIT System for NIST SRE21
Jesús Villalba, Bengt J. Borgstrom, Saurabh Kataria, Magdalena Rybicka, Carlos D. Castillo, Jaejin Cho, L. Paola García-Perera, Pedro A. Torres-Carrasquillo, Najim Dehak

Few-Shot Speaker Identification Using Depthwise Separable Convolutional Network with Channel Attention
Yanxiong Li, Wucheng Wang, Hao Chen, Wenchang Cao, Wei Li, Qianhua He

Deep Representation Decomposition for Rate-Invariant Speaker Verification
Fuchuan Tong, Siqi Zheng, Haodong Zhou, Xingjia Xie, Qingyang Hong, Lin Li

A Study of Multimodal Person Verification Using Audio-Visual-Thermal Data
Madina Abdrakhmanova, Saniya Abushakimova, Yerbolat Khassanov, Huseyin Atakan Varol

Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge
Tanel Alumäe, Kunnar Kukk

Enhancing Language Identification Using Dual-Mode Model with Knowledge Distillation
Hexin Liu, Leibny Paola Garcia Perera, Andy W. H. Khong, Justin Dauwels, Suzy J. Styles, Sanjeev Khudanpur

Attentive Temporal Pooling for Conformer-Based Streaming Language Identification in Long-Form Speech
Quan Wang, Yang Yu, Jason Pelecanos, Yiling Huang, Ignacio Lopez Moreno

BreizhCorpus: A Large Breton Language Speech Corpus and Its Use for Text-to-Speech Synthesis
David Guennec, Hassan Hajipoor, Gwénolé Lecorvé, Pascal Lintanf, Damien Lolive, Antoine Perquin, Gaëlle Vidal

Cycleflow: Purify Information Factors by Cycle Loss
Haoran Sun, Chen Chen, Lantian Li, Dong Wang

Language-Independent Speaker Anonymization Approach Using Self-Supervised Pre-Trained Models
Xiaoxiao Miao, Xin Wang, Erica Cooper, Junichi Yamagishi, Natalia Tomashenko

Robustness of Signal Processing-Based Pseudonymization Method Against Decryption Attack
Hiroto Kai, Shinnosuke Takamichi, Sayaka Shiota, Hitoshi Kiya

Closing the Gap Between Single-User and Multi-User VoiceFilter-Lite
Rajeev Rikhye, Quan Wang, Qiao Liang, Yanzhang He, Ian McGraw

Single-Channel Target Speaker Separation Using Joint Training with Target Speaker's Pitch Information
Jincheng He, Yuanyuan Bao, Na Xu, Hongfeng Li, Shicong Li, Linzhang Wang, Fei Xiang, Ming Li

C-P Map: A Novel Evaluation Toolkit for Speaker Verification
Lantian Li, Di Wang, Wenqiang Du, Dong Wang

The NIST CTS Speaker Recognition Challenge
Seyed Omid Sadjadi, Craig Greenberg, Elliot Singer, Lisa Mason, Douglas Reynolds

The 2021 NIST Speaker Recognition Evaluation
Seyed Omid Sadjadi, Craig Greenberg, Elliot Singer, Lisa Mason, Douglas Reynolds

Baseline Systems for the First Spoofing-Aware Speaker Verification Challenge: Score and Embedding Fusion
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

Advances in Speaker Recognition for Multilingual Conversational Telephone Speech: The JHU-MIT System for NIST SRE20 CTS Challenge
Jesús Villalba, Bengt J. Borgstrom, Saurabh Kataria, Jaejin Cho, Pedro A. Torres-Carrasquillo, Najim Dehak

Development of ABC Systems for the 2021 Edition of NIST Speaker Recognition Evaluation
Jahangir Alam, Radek Beneš, Marián Beszédeš, Lukáš Burget, Mohamed Dahmane, Abderrahim Fathan, Hamed Ghodrati, Ondřej Glembek, Woo Hyun Kang, Pavel Matĕjka, Ladislav Mošner, Oldřich Plchot, Johan Rohdin, Anna Silnova, Themos Stafylakis

STC Speaker Recognition System for the NIST SRE 2021
Galina Lavrentyeva, Sergey Novoselov, Vladimir Volokhov, Anastasia Avdeeva, Aleksei Gusev, Alisa Vinogradova, Igor Korsunov, Alexander Kozlov, Timur Pekhovsky, Andrey Shulipa, Evgeny Smirnov, Vasily Galyuk

The Volkswagen-Mobvoi System for CN-Celeb Speaker Recognition Challenge 2022
YingWei Tan, XueFeng Ding

Cross-Scene Speaker Verification Based on Dynamic Convolution for the CNSRC 2022 Challenge
Jialin Zhang, Qinghua Ren, Youcai Qin, Zikai Wan, Qirong Mao

Investigation on Deep Speaker Embedding Extraction Methods for Multi-Genre Speaker Verification
Woo Hyun Kang, Jahangir Alam

Combination of Multiple Embeddings for Speaker Retrieval
Xinmei Su, Qingran Zhan, Chenguang Hu, Xiang Xie

An Empirical Study of Weakly Supervised Audio Tagging Embeddings for General Audio Representations
Heinrich Dinkel, Zhiyong Yan, Yongqing Wang, Junbo Zhang, Yujun Wang

Formant Dynamics of Chinese Compound Vowels with Implications for Forensic Speaker Identification
Jintao Kang, Aijun Li, Jingyang Li

Generating TTS Based Adversarial Samples for Training Wake-Up Word Detection Systems Against Confusing Words
Haoxu Wang, Yan Jia, Zeqing Zhao, Xuyang Wang, Junjie Wang, Ming Li

Multimodal Emotion Recognition Using Transfer Learning from Speaker Recognition and BERT-Based Models
Sarala Padi, Seyed Omid Sadjadi, Dinesh Manocha, Ram D. Sriram

Self-Adaptive Multilingual ASR Rescoring with Language Identification and Unified Language Model
Zhuo Gong, Daisuke Saito, Longfei Yang, Takahiro Shinozaki, Sheng Li, Hisashi Kawai, Nobuaki Minematsu

Gamified Speaker Comparison by Listening
Sandip Ghimire, Tomi Kinnunen, Rosa González Hautamäki