"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding

21 May 2025

Papers citing ""Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding"

27 / 27 papers shown

Title
Deep Unlearn: Benchmarking Machine Unlearning Xavier F. Cadet Anastasia Borovykh Mohammad Malekzadeh S. Ahmadi-Abhari Hamed Haddadi BDL MU 63 2 0 02 Oct 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Beomseok Lee Ioan Calapodescu Marco Gaido Matteo Negri Laurent Besacier AuLLM 56 5 0 07 Aug 2024
Machine Unlearning in Generative AI: A Survey Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng Jiang MU 74 16 0 30 Jul 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models Alkis Koudounas Flavio Giobergia Eliana Pastor Elena Baralis 57 4 0 20 Jun 2024
RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models Zhuoran Jin Pengfei Cao Chenhao Wang Zhitao He Hongbang Yuan Jiachun Li Yubo Chen Kang Liu Jun Zhao KELM MU 80 16 0 16 Jun 2024
Gone but Not Forgotten: Improved Benchmarks for Machine Unlearning Keltin Grimes Collin Abidi Cole Frank Shannon Gallagher AAML 57 3 0 29 May 2024
From Speech to Data: Unraveling Google's Use of Voice Data for User Profiling Xinhang Ma Sirui Chen 29 1 0 03 Mar 2024
Inexact Unlearning Needs More Careful Evaluations to Avoid a False Sense of Privacy Jamie Hayes Ilia Shumailov Eleni Triantafillou Amr Khalifa Nicolas Papernot MU 60 29 0 02 Mar 2024
Machine Unlearning for Image-to-Image Generative Models Guihong Li Hsiang Hsu Chun-Fu Chen R. Marculescu MU VLM 100 26 0 01 Feb 2024
TOFU: A Task of Fictitious Unlearning for LLMs Pratyush Maini Zhili Feng Avi Schwarzschild Zachary Chase Lipton J. Zico Kolter MU CLL 70 165 0 11 Jan 2024
Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems Dasol Choi Dongbin Na CVBM MU 41 16 0 03 Nov 2023
Fast Model Debias with Machine Unlearning Ruizhe Chen Jianfei Yang Huimin Xiong Jianhong Bai Tianxiang Hu Jinxiang Hao Yang Feng Qiufeng Wang Jian Wu Zuo-Qiang Liu MU 57 61 0 19 Oct 2023
Who's Harry Potter? Approximate Unlearning in LLMs Ronen Eldan M. Russinovich MU MoMe 125 191 0 03 Oct 2023
Machine Unlearning: Solutions and Challenges Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 87 49 0 14 Aug 2023
Towards Unbounded Machine Unlearning M. Kurmanji Peter Triantafillou Jamie Hayes Eleni Triantafillou MU 50 131 0 20 Feb 2023
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 158 206 0 04 Oct 2022
Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher Vikram S Chundawat Ayush K Tarun Murari Mandal Mohan S. Kankanhalli MU 44 128 0 17 May 2022
Towards Adversarial Evaluations for Inexact Machine Unlearning Shashwat Goel Ameya Prabhu Amartya Sanyal Ser-Nam Lim Philip Torr Ponnurangam Kumaraguru AAML ELM MU 81 53 0 17 Jan 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 67 678 0 17 Nov 2021
Fast Yet Effective Machine Unlearning Ayush K Tarun Vikram S Chundawat Murari Mandal Mohan S. Kankanhalli MU 57 175 0 17 Nov 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 127 2,879 0 14 Jun 2021
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 78 226 0 26 Nov 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 100 770 0 24 Jun 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 179 5,734 0 20 Jun 2020
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks Aditya Golatkar Alessandro Achille Stefano Soatto CLL MU 50 483 0 12 Nov 2019
Recent Trends in Deep Learning Based Personality Detection Yash Mehta Navonil Majumder Alexander Gelbukh Min Zhang 53 261 0 07 Aug 2019
Speech Model Pre-training for End-to-End Spoken Language Understanding Loren Lugosch Mirco Ravanelli Patrick Ignoto Vikrant Singh Tomar Yoshua Bengio SyDa AuLLM 60 349 0 07 Apr 2019