Leaderboards/Music and Audio Processing

Music and Audio Processing

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Sanyuan Chen
Fairchild Semiconductor (United States)
2
William Peebles
University of California, Los Angeles
3
Jooyoung Choi
Seoul National University
4
Pingchuan Ma
Imperial College London
5
Arun Babu
Bharat Electronics (India)
6
Pierre-Amaury Grumiaux
École Centrale de Nantes
7
Max Bain
University of Oxford
8
Andy T. Liu
National Taiwan University
9
Lara Orlandic
École Polytechnique Fédérale de Lausanne
10
Guillermo Iglesias
Centro Tecnológico de Investigación, Desarrollo e Innovación en tecnologías de la Información y las Comunicaciones (TIC)

Rising Stars Papers

1
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers
IEEE Transactions on Audio Speech and Language Processing|2025
89 cit.
2
BERT-Based Medical Chatbot: Enhancing Healthcare Communication through Natural Language Understanding
Exploratory Research in Clinical and Social Pharmacy|2024
81 cit.
3
Artificial intelligence model for tumoral clinical decision support systems
Computer Methods and Programs in Biomedicine|2024
12 cit.
4
Improving explanations for medical X-ray diagnosis combining variational autoencoders and adversarial machine learning
Computers in Biology and Medicine|2025
4 cit.
5
How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance
Unknown Journal|2024
2 cit.
6
Efficient Training of Self-Supervised Speech Foundation Models on a Compute Budget
Unknown Journal|2024
1 cit.
7
Does VLM Classification Benefit from LLM Description Semantics?
Proceedings of the AAAI Conference on Artificial Intelligence|2025
1 cit.
8
BOSON <sup>−1</sup> : Understanding and Enabling Physically-Robust Photonic Inverse Design with Adaptive Variation-Aware Subspace Optimization
Unknown Journal|2025
1 cit.
9
Estimation of natural frequency for nonlinear mechanical retention of printed circuit board
Scientific Reports|2025
1 cit.
10
A Study on the Arrangement of Actuators and Speaker Zones of the Panel Speaker
Unknown Journal|2024
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Ruoming Pang
Google (United States)
2
Yoram Ben‐Shaul
Hebrew University of Jerusalem
3
Jitong Chen
East China University of Science and Technology
4
Hung-yi Lee
National Taiwan University
5
Shun Chen
Chang'an University
6
Nobukatsu Hojo
NTT (Japan)
7
Manvir Singh
Harvard University
8
Tomoki Hayashi
Tohoku University
9
Xuelong Li
China Telecom (China)
10
Ishan Misra
Meta (Israel)

Emerging Leaders Papers

1
ImageBind One Embedding Space to Bind Them All
Unknown Journal|2023
712 cit.
2
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting
Unknown Journal|2024
284 cit.
3
Can Large Language Models Be an Alternative to Human Evaluations?
Unknown Journal|2023
260 cit.
4
Omnivore: A Single Model for Many Visual Modalities
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
187 cit.
5
A Novel Representation Learning for Dynamic Graphs Based on Graph Convolutional Networks
IEEE Transactions on Cybernetics|2022
179 cit.
6
Cut and Learn for Unsupervised Object Detection and Instance Segmentation
Unknown Journal|2023
168 cit.
7
An Effective and Efficient Algorithm for K-Means Clustering With New Formulation
IEEE Transactions on Knowledge and Data Engineering|2022
142 cit.
8
Positive-Incentive Noise
IEEE Transactions on Neural Networks and Learning Systems|2022
128 cit.
9
Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)|2022
107 cit.
10
Human social organization during the Late Pleistocene: Beyond the nomadic-egalitarian model
Evolution and Human Behavior|2022
104 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Geoffrey E. Hinton
University of Toronto
2
Jürgen Schmidhuber
Dalle Molle Institute for Artificial Intelligence Research
3
Brian Kingsbury
IBM (United States)
4
Sanjeev Khudanpur
Johns Hopkins University
5
Björn W. Schuller
Imperial College London
6
Haizhou Li
Shenzhen Research Institute of Big Data
7
Eamonn Keogh
University of California, Riverside
8
Chin‐Hui Lee
Georgia Institute of Technology
9
Andrew Zisserman
University of Oxford
10
DeLiang Wang
The Ohio State University

Current Senior Leaders Papers

1
Long Short-Term Memory
Neural Computation|1997
98.1k cit.
2
ImageNet classification with deep convolutional neural networks
Communications of the ACM|2017
75.7k cit.
3
Very Deep Convolutional Networks for Large-Scale Image Recognition
arXiv (Cornell University)|2014
75.5k cit.
4
Visualizing Data using t-SNE
Journal of Machine Learning Research|2008
35.7k cit.
5
Reducing the Dimensionality of Data with Neural Networks
Science|2006
21k cit.
6
The Pascal Visual Object Classes (VOC) Challenge
International Journal of Computer Vision|2009
19.5k cit.
7
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation|2006
16.4k cit.
8
Rectified Linear Units Improve Restricted Boltzmann Machines
International Conference on Machine Learning|2010
13.2k cit.
9
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
IEEE Signal Processing Magazine|2012
10.3k cit.
10
Speech recognition with deep recurrent neural networks
Unknown Journal|2013
8.8k cit.

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