v1v2 (latest)

Probing the Information Encoded in X-vectors

Automatic Speech Recognition & Understanding (ASRU), 2019

13 September 2019

Sanjeev Khudanpur

Papers citing "Probing the Information Encoded in X-vectors"

47 / 47 papers shown

Title
Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations Linyang He Qiaolin Wang Xilin Jiang Nima Mesgarani 116 1 0 19 Sep 2025
The Impact of Automatic Speech Transcription on Speaker Attribution Cristina Aggazzotti Matthew Wiesner Elizabeth Allyn Smith Nicholas Andrews 133 1 0 11 Jul 2025
LASPA: Language Agnostic Speaker Disentanglement with Prefix-Tuned Cross-Attention Aditya Srinivas Menon Raj Prakash Gohil Kumud Tripathi Pankaj Wasnik 143 0 0 02 Jun 2025
Explaining Speaker and Spoof Embeddings via Probing Xuechen Liu Junichi Yamagishi Md. Sahidullah Tomi Kinnunen 69 1 0 24 Dec 2024
Investigating Effective Speaker Property Privacy Protection in Federated Learning for Speech Emotion RecognitionACM Multimedia Asia (MMAsia), 2024 Chao Tan Sheng Li Yang Cao Zhao Ren Tanja Schultz 125 1 0 17 Oct 2024
Probing mental health information in speech foundation models Marc de Gennes Adrien Lesage Martin Denais Xuan-Nga Cao Simon Chang Pierre Van Remoortere Cyrille Dakhlia Rachid Riad 141 2 0 27 Sep 2024
Discrete Unit based Masking for Improving Disentanglement in Voice ConversionSpoken Language Technology Workshop (SLT), 2024 Philip H. Lee Ismail Rasim Ulgen Berrak Sisman 167 2 0 17 Sep 2024
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion PreservationComputer Speech and Language (CSL), 2024 Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 243 4 0 12 Aug 2024
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 285 23 0 21 Jul 2024
Leveraging Speaker Embeddings in End-to-End Neural Diarization for Two-Speaker Scenarios Juan Ignacio Alvarez-Trejos Beltrán Labrador Alicia Lozano-Diez 302 2 0 01 Jul 2024
Disentangled Representation Learning for Environment-agnostic Speaker Recognition KiHyun Nam Hee-Soo Heo Jee-weon Jung Joon Son Chung 175 2 0 20 Jun 2024
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems Quentin Raymondaud Mickael Rouvier Richard Dufour 146 4 0 29 Feb 2024
Speaker-Text Retrieval via Contrastive Learning Xuechen Liu Xin Wang Erica Cooper Xiaoxiao Miao Junichi Yamagishi VLM 150 1 0 11 Dec 2023
Contrastive Speaker Embedding With Sequential DisentanglementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 135 8 0 23 Sep 2023
An analysis on the effects of speaker embedding choice in non auto-regressive TTSSpeech Synthesis Workshop (SSW), 2023 Adriana Stan Johannah O'Mahony 178 0 0 19 Jul 2023
Privacy in Speech Technology Tomas Bäckström 309 9 0 09 May 2023
On the Impact of Voice Anonymization on Speech Diagnostic Applications: a Case Study on COVID-19 DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Yi Zhu Mohamed Imoussaïne-Aïkous Carolyn Côté-Lussier Tiago H. Falk 121 5 0 05 Apr 2023
Disentangled representation learning for multilingual speaker recognitionInterspeech (Interspeech), 2022 KiHyun Nam You-kyong. Kim Jaesung Huh Hee-Soo Heo Jee-weon Jung Joon Son Chung 287 11 0 01 Nov 2022
Model Compression for DNN-based Speaker Verification Using Weight QuantizationInterspeech (Interspeech), 2022 Jingyu Li W. Liu Zhaoyang Zhang Jiong Wang Tan Lee MQ 319 3 0 31 Oct 2022
Are disentangled representations all you need to build speaker anonymization systems?Interspeech (Interspeech), 2022 Pierre Champion D. Jouvet Anthony Larcher 237 33 0 22 Aug 2022
Robust Acoustic Domain Identification with its Application to Speaker DiarizationInternational Journal of Speech Technology (IJST), 2022 Kishore Kumar A Shefali Waldekar Md. Sahidullah G. Saha 177 0 0 05 Aug 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen ConditionsInterspeech (Interspeech), 2022 Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 118 15 0 28 Mar 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained ModelsThe Speaker and Language Recognition Workshop (Odyssey), 2022 Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 326 36 0 26 Feb 2022
VoxCeleb Enrichment for Age and Gender Recognition Khaled Hechmi Trung Ngo Trong Ville Hautamaki Tomi Kinnunen 168 37 0 28 Sep 2021
Classification of Emotions and Evaluation of Customer Satisfaction from Speech in Real World Acoustic Environments L. F. Parra-Gallego J. Orozco-Arroyave 117 18 0 26 Aug 2021
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021 Xuan Shi Erica Cooper Junichi Yamagishi 157 9 0 24 Jul 2021
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian LanguagesEuropean Signal Processing Conference (EUSIPCO), 2021 Spandan Dey G. Saha Md. Sahidullah 100 5 0 10 May 2021
Study on the temporal pooling used in deep neural networks for speaker verificationEuropean Signal Processing Conference (EUSIPCO), 2021 Mickael Rouvier Pierre-Michel Bousquet J. Duret 116 7 0 10 May 2021
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment UtterancesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Chang Zeng Xin Wang Erica Cooper Xiaoxiao Miao Junichi Yamagishi 145 27 0 04 Apr 2021
Domain-Dependent Speaker Diarization for the Third DIHARD Challenge Kishore Kumar Shefali Waldekar G. Saha Md. Sahidullah 107 3 0 25 Jan 2021
A Study of F0 Modification for X-Vector Based Speech Pseudonymization Across Gender Pierre Champion D. Jouvet Anthony Larcher 122 26 0 21 Jan 2021
Coupling a generative model with a discriminative learning framework for speaker verificationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021 Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 143 1 0 09 Jan 2021
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure Jui Shah Yaman Kumar Singla Changyou Chen R. Shah 304 89 0 02 Jan 2021
Adversarial Disentanglement of Speaker Representation for Attribute-Driven Privacy Preservation Paul-Gauthier Noé Mohammad MohammadAmini D. Matrouf Titouan Parcollet Andreas Nautsch J. Bonastre 293 32 0 08 Dec 2020
Leveraging speaker attribute information using multi task learning for speaker verification and diarizationInterspeech (Interspeech), 2020 Chau Luu P. Bell Steve Renals 215 10 0 27 Oct 2020
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE ParadigmIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Jennifer Williams Yi Zhao Erica Cooper Junichi Yamagishi SSL 193 26 0 21 Oct 2020
Gender domain adaptation for automatic speech recognition task Sokolov Artem Andrey V. Savchenko 143 0 0 08 Oct 2020
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts M. Perez Zakaria Aldeneh E. Provost MoE 113 22 0 25 Aug 2020
They are wearing a mask! Identification of Subjects Wearing a Surgical Mask from their Speech by means of x-vectors and Fisher Vectors José Vicente Egas López 106 0 0 23 Aug 2020
Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb DataInterspeech (Interspeech), 2020 Rosa González Hautamäki Tomi Kinnunen 65 1 0 11 Aug 2020
UIAI System for Short-Duration Speaker Verification Challenge 2020Spoken Language Technology Workshop (SLT), 2020 Md. Sahidullah A. K. Sarkar Ville Vestman Xuechen Liu Romain Serizel Tomi Kinnunen Zheng-Hua Tan Emmanuel Vincent 127 6 0 26 Jul 2020
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker VerificationThe Speaker and Language Recognition Workshop (Odyssey), 2020 Xu Li Jinghua Zhong Jianwei Yu Shoukang Hu Xixin Wu Xunying Liu Helen Meng BDL 137 13 0 08 Apr 2020
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Yi Xie Cong Shi Zhuohang Li Jian-Dong Liu Yingying Chen Bo Yuan AAML 275 104 0 04 Mar 2020
Pathological speech detection using x-vector embeddings Catarina Botelho Francisco Teixeira T. Rolland A. Abad Isabel Trancoso 204 11 0 02 Mar 2020
x-vectors meet emotions: A study on dependencies between emotion and speaker recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 R. Pappagari Tianzi Wang Jesus Villalba Nanxin Chen Najim Dehak 225 119 0 12 Feb 2020
An empirical analysis of information encoded in disentangled neural speaker representationsThe Speaker and Language Recognition Workshop (Odyssey), 2020 Raghuveer Peri Haoqi Li Krishna Somandepalli Arindam Jati Shrikanth Narayanan DRL 145 14 0 10 Feb 2020
Robust speaker recognition using unsupervised adversarial invarianceIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Raghuveer Peri Monisankha Pal Arindam Jati Krishna Somandepalli Shrikanth Narayanan 110 26 0 03 Nov 2019