Deep Representation Learning in Speech Processing: Challenges, Recent
Advances, and Future Trends

Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends

2 January 2020

Björn W. Schuller

Papers citing "Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends"

13 / 13 papers shown

Title
Articulatory Representation Learning Via Joint Factor Analysis and Neural Matrix Factorization Jiachen Lian A. Black Yijingxiu Lu L. Goldstein Shinji Watanabe Gopala K. Anumanchipalli 33 14 0 29 Oct 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 19 27 0 24 Oct 2022
Multitask Learning from Augmented Auxiliary Data for Improving Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn W. Schuller 20 21 0 12 Jul 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 124 344 0 21 May 2022
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin Zane Durante Leena Mathur Eric Ye Sichong Zhao Tejas Ramdas Khalil Iskarous 12 0 0 27 Aug 2021
Machine Learning for Stuttering Identification: Review, Challenges and Future Directions S. A. Sheikh Md. Sahidullah F. Hirsch Slim Ouni 17 48 0 08 Jul 2021
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Erik Cambria OffRL 32 73 0 01 Jan 2021
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder Kazi Nazmul Haque R. Rana Björn W Schuller DRL 19 12 0 01 Jun 2020
Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn W. Schuller 33 28 0 18 May 2020
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 256 3,108 0 04 Nov 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,325 0 05 Jun 2016
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 225 2,542 0 25 Jan 2016