A Survey on Deep Reinforcement Learning for Audio-Based Applications

1 January 2021

Papers citing "A Survey on Deep Reinforcement Learning for Audio-Based Applications"

25 / 25 papers shown

Title
A Synergistic Framework of Nonlinear Acoustic Computing and Reinforcement Learning for Real-World Human-Robot Interaction Xiaoliang Chen Xin Yu Le Chang Yunhe Huang Jiashuai He ... Jin Li Likai Lin Ziyu Zeng Xianling Tu Shuyu Zhang 34 0 0 04 May 2025
Automated Detection of Sport Highlights from Audio and Video Sources Francesco Della Santa Morgana Lalli 34 0 0 27 Jan 2025
Audio-Driven Reinforcement Learning for Head-Orientation in Naturalistic Environments Wessel Ledder Yuzhen Qin Kiki van der Heijden 92 0 0 20 Jan 2025
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories Maurice Kraus Felix Divo D. Dhami Kristian Kersting AI4TS 33 2 0 22 Oct 2024
Diversity-Rewarded CFG Distillation Geoffrey Cideron A. Agostinelli Johan Ferret Sertan Girgin Romuald Elie Olivier Bachem Sarah Perrin Alexandre Ramé 34 2 0 08 Oct 2024
RLEEGNet: Integrating Brain-Computer Interfaces with Adaptive AI for Intuitive Responsiveness and High-Accuracy Motor Imagery Classification Sriram V.C. Nallani Gautham Ramachandran 14 1 0 09 Feb 2024
MusicRL: Aligning Music Generation to Human Preferences Geoffrey Cideron Sertan Girgin Mauro Verzetti Damien Vincent Matej Kastelic ... Olivier Pietquin Matthieu Geist Léonard Hussenot Neil Zeghidour A. Agostinelli 37 16 0 06 Feb 2024
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning Sofiane Bouaziz Hadjer Benmeziane Youcef Imine Leila Hamdad Smail Niar Hamza Ouarnoughi 23 2 0 12 Nov 2023
Packet Header Recognition Utilizing an All-Optical Reservoir Based on Reinforcement-Learning-Optimized Double-Ring Resonator Zheng Li Xiaoyan Zhou Zongze Li Guanju Peng Yuhao Guo Lin Zhang 14 2 0 26 Aug 2023
Sparks of Large Audio Models: A Survey and Outlook S. Latif Moazzam Shoukat Fahad Shamshad Muhammad Usama Yi Ren ... Wenwu Wang Xulong Zhang Roberto Togneri Erik Cambria Björn W. Schuller LM&MA AuLLM 29 36 0 24 Aug 2023
Transformers in Reinforcement Learning: A Survey Pranav Agarwal A. Rahman P. St-Charles Simon J. D. Prince Samira Ebrahimi Kahou OffRL 24 18 0 12 Jul 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 40 46 0 21 Mar 2023
Generative Emotional AI for Speech Emotion Recognition: The Case for Synthetic Emotional Speech Augmentation Abdullah Shahid S. Latif Junaid Qadir 18 23 0 10 Jan 2023
Computational Charisma -- A Brick by Brick Blueprint for Building Charismatic Artificial Intelligence Björn W. Schuller Shahin Amiriparian A. Batliner Alexander Gebhard Maurice Gerczuk Vincent Karas Alexander Kathan Lennart Seizer Johanna Löchner 31 4 0 31 Dec 2022
Semi-supervised cross-lingual speech emotion recognition Mirko Agarla Simone Bianco Luigi Celona Paolo Napoletano A. Petrovsky Flavio Piccoli Raimondo Schettini I. Shanin 22 14 0 14 Jul 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
Domain Adapting Deep Reinforcement Learning for Real-world Speech Emotion Recognition Thejan Rajapakshe R. Rana Sara Khalifa Bjorn W. Schuller 9 0 0 07 Jul 2022
Hierarchical RNNs-Based Transformers MADDPG for Mixed Cooperative-Competitive Environments Xiaolong Wei Lifang Yang Xianglin Huang Gang Cao Zhulin Tao Zhengyang Du Jing An 13 6 0 11 May 2021
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability Rui Liu Berrak Sisman Haizhou Li 21 32 0 03 Apr 2021
Privacy Enhanced Speech Emotion Communication using Deep Learning Aided Edge Computing Hafiz Shehbaz Ali Fakhar ul Hassan S. Latif H. Manzoor Junaid Qadir 35 10 0 31 Mar 2021
RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning Nan Jiang Sheng Jin Z. Duan Changshui Zhang OffRL 40 49 0 08 Feb 2020
Deep Reinforcement Learning for Autonomous Driving: A Survey B. R. Kiran Ibrahim Sobh V. Talpaert Patrick Mannion A. A. Sallab S. Yogamani P. Pérez 143 1,628 0 02 Feb 2020
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 80 1,230 0 30 Nov 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 198 1,327 0 05 Jun 2016