Probing the Information Encoded in X-vectors

13 September 2019

Sanjeev Khudanpur

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

44 / 44 papers shown

Title
Investigating Effective Speaker Property Privacy Protection in Federated Learning for Speech Emotion Recognition Chao Tan Sheng Li Yang Cao Zhao Ren Tanja Schultz 35 0 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 21 0 0 27 Sep 2024
Discrete Unit based Masking for Improving Disentanglement in Voice Conversion Philip H. Lee Ismail Rasim Ulgen Berrak Sisman 30 0 0 17 Sep 2024
Adapting General Disentanglement-Based Speaker Anonymization for Enhanced Emotion Preservation Xiaoxiao Miao Yuxiang Zhang Xin Wang N. Tomashenko D. Soh Ian Mcloughlin 42 1 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 39 4 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 30 1 0 01 Jul 2024
Disentangled Representation Learning for Environment-agnostic Speaker Recognition Kihyun Nam Hee-Soo Heo Jee-weon Jung Joon Son Chung 47 0 0 20 Jun 2024
Probing the Information Encoded in Neural-based Acoustic Models of Automatic Speech Recognition Systems Quentin Raymondaud Mickael Rouvier Richard Dufour 22 1 0 29 Feb 2024
Speaker-Text Retrieval via Contrastive Learning Xuechen Liu Xin Wang Erica Cooper Xiaoxiao Miao Junichi Yamagishi VLM 22 0 0 11 Dec 2023
Contrastive Speaker Embedding With Sequential Disentanglement Youzhi Tu Man-Wai Mak Jen-Tzung Chien CoGe 13 5 0 23 Sep 2023
An analysis on the effects of speaker embedding choice in non auto-regressive TTS Adriana Stan Johannah O'Mahony 37 0 0 19 Jul 2023
On the Impact of Voice Anonymization on Speech Diagnostic Applications: a Case Study on COVID-19 Detection Yi Zhu Mohamed Imoussaïne-Aïkous Carolyn Côté-Lussier Tiago H. Falk 18 4 0 05 Apr 2023
Disentangled representation learning for multilingual speaker recognition Kihyun Nam You-kyong. Kim Jaesung Huh Hee-Soo Heo Jee-weon Jung Joon Son Chung 47 6 0 01 Nov 2022
Model Compression for DNN-based Speaker Verification Using Weight Quantization Jingyu Li W. Liu Zhaoyang Zhang Jiong Wang Tan Lee MQ 16 3 0 31 Oct 2022
Are disentangled representations all you need to build speaker anonymization systems? Pierre Champion D. Jouvet Anthony Larcher 27 20 0 22 Aug 2022
Robust Acoustic Domain Identification with its Application to Speaker Diarization Kishore Kumar A Shefali Waldekar Md. Sahidullah G. Saha 24 0 0 05 Aug 2022
Analyzing Language-Independent Speaker Anonymization Framework under Unseen Conditions Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 14 10 0 28 Mar 2022
Language-Independent Speaker Anonymization Approach using Self-Supervised Pre-Trained Models Xiaoxiao Miao Xin Wang Erica Cooper Junichi Yamagishi N. Tomashenko 56 25 0 26 Feb 2022
VoxCeleb Enrichment for Age and Gender Recognition Khaled Hechmi Trung Ngo Trong Ville Hautamaki Tomi Kinnunen 16 29 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 4 17 0 26 Aug 2021
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument sounds Xuan Shi Erica Cooper Junichi Yamagishi 24 7 0 24 Jul 2021
Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages Spandan Dey G. Saha Md. Sahidullah 17 5 0 10 May 2021
Study on the temporal pooling used in deep neural networks for speaker verification Mickael Rouvier Pierre-Michel Bousquet J. Duret 17 6 0 10 May 2021
Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances Chang Zeng Xin Wang Erica Cooper Xiaoxiao Miao Junichi Yamagishi 36 20 0 04 Apr 2021
Domain-Dependent Speaker Diarization for the Third DIHARD Challenge Kishore Kumar Shefali Waldekar G. Saha Md. Sahidullah 11 3 0 25 Jan 2021
A Study of F0 Modification for X-Vector Based Speech Pseudonymization Across Gender Pierre Champion D. Jouvet Anthony Larcher 8 24 0 21 Jan 2021
Coupling a generative model with a discriminative learning framework for speaker verification Xugang Lu Peng Shen Yu Tsao Hisashi Kawai 6 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 25 81 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 21 27 0 08 Dec 2020
Leveraging speaker attribute information using multi task learning for speaker verification and diarization Chau Luu P. Bell Steve Renals 22 8 0 27 Oct 2020
Learning Disentangled Phone and Speaker Representations in a Semi-Supervised VQ-VAE Paradigm Jennifer Williams Yi Zhao Erica Cooper Junichi Yamagishi SSL 17 23 0 21 Oct 2020
Gender domain adaptation for automatic speech recognition task Sokolov Artem Andrey V. Savchenko 8 0 0 08 Oct 2020
Aphasic Speech Recognition using a Mixture of Speech Intelligibility Experts M. Perez Zakaria Aldeneh E. Provost MoE 32 18 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 6 0 0 23 Aug 2020
Why Did the x-Vector System Miss a Target Speaker? Impact of Acoustic Mismatch Upon Target Score on VoxCeleb Data Rosa González Hautamäki Tomi Kinnunen 13 1 0 11 Aug 2020
UIAI System for Short-Duration Speaker Verification Challenge 2020 Md. Sahidullah A. K. Sarkar Ville Vestman Xuechen Liu Romain Serizel Tomi Kinnunen Z. Tan Emmanuel Vincent 6 4 0 26 Jul 2020
Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification Xu Li Jinghua Zhong Jianwei Yu Shoukang Hu Xixin Wu Xunying Liu Helen Meng BDL 13 11 0 08 Apr 2020
Real-time, Universal, and Robust Adversarial Attacks Against Speaker Recognition Systems Yi Xie Cong Shi Zhuohang Li Jian-Dong Liu Yingying Chen Bo Yuan AAML 79 95 0 04 Mar 2020
Pathological speech detection using x-vector embeddings Catarina Botelho Francisco Teixeira T. Rolland A. Abad Isabel Trancoso 11 11 0 02 Mar 2020
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition R. Pappagari Tianzi Wang Jesus Villalba Nanxin Chen Najim Dehak 6 105 0 12 Feb 2020
An empirical analysis of information encoded in disentangled neural speaker representations Raghuveer Peri Haoqi Li Krishna Somandepalli Arindam Jati Shrikanth Narayanan DRL 19 13 0 10 Feb 2020
Robust speaker recognition using unsupervised adversarial invariance Raghuveer Peri Monisankha Pal Arindam Jati Krishna Somandepalli Shrikanth Narayanan 8 23 0 03 Nov 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 224 2,234 0 14 Jun 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018