Speech 101

记录、学习、分享语音相关知识

首页 归档 标签 关于

ICASSP 历年最佳论文

2020-05-01 8 min read

ICASSP

（主要数据来源：每年会议的 Technical Program Chairs’ Welcome）

  • 2023 年
    时间：2023 年 6 月 4 日 ~ 10 日
    地点：希腊 罗德岛（线下）
    共收到 6127 篇投稿，最终接收 2765 篇论文

参考：https://2023.ieeeicassp.org/top-3-percent-paper-recognitions/

序号
 最佳论文（提名） 作者
获奖情况
1 Audio Signal Enhancement with Learning from Positive and Unabelled Data Nobutaka Ito, Masashi Sugiyama 最佳论文
2 Hyperbolic Audio Source Separation Darius Petermann, Gordon Wichern, Aswin Subramanian, Jonathan Le Roux 最佳学生论文
3 Solving Audio Inverse Problems with a Diffusion Model Eloi Moliner, Jaakko Lehtinen, Vesa Välimäki 最佳学生论文
4 Perspective Projection-based 3D CT Reconstruction From Biplanar X-rays Daeun Kyung, Kyungmin Jo, Jaegul Choo, Joonseok Lee, Edward Choi 最佳学生论文
5 Large Covariance Matrix Estimation with Oracle Statistical Rate Quan Wei, Ziping Zhao 最佳学生论文
6 High-Dimensional Confidence Regions in Sparse MRI Frederik Hoppe, Felix Krahmer, Claudio Mayrink Verdun, Marion Menzel, Holger Rauhut 最佳学生论文
7 Contrastive Learning-Based Audio to Lyrics Alignment for Multiple Languages Simon Durand, Daniel Stoller, Sebastian Ewert 最佳工业界论文
8 Zero-Shot Text-to-Speech Synthesis Conditioned Using Self-Supervised Speech Representation Model Kenichi Fujita, Takanori Ashihara, Hiroki Kanagawa, Takafumi Moriya, Yusuke Ijima ICASSP SASB workshop 最佳论文
9 PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition Qiuqiang Kong, Yin Cao, Turab Iqbal, Yuxuan Wang, Wenwu Wang, Mark D. Plumbley IEEE Signal Processing Society 2022 Young Author Best Paper Award
10 Text is All You Need: Personalizing ASR Models using Controllable Speech Synthesis Karren Yang, Ting-Yao Hu, Jen-Hao Rick Chang, Hema Swetha Koppula, Oncel Tuzel Top 3% Paper Recognition
11 Speech Summarization of Long Spoken Document: Improving Memory Efficiency of Speech/Text Encoders Takatomo Kano, Atsunori Ogawa, Marc Delcroix, Roshan Sharma, Kohei Matsuura, Shinji Watanabe Top 3% Paper Recognition
12 I3D: Transformer Architectures with Input-Dependent Dynamic Depth for Speech Recognition Yifan Peng, Jaesong Lee, Shinji Watanabe Top 3% Paper Recognition
13 The Multimodal Information based Speech Processing (MISP) 2022 Challenge: Audio-Visual Diarization and Recognition Zhe Wang, Shilong Wu, Hang Chen, Mao-Kui He, Jun Du, Chin-Hui Lee, Jingdong Chen, Shinji Watanabe, Sabato Siniscalchi, Odette Scharenborg, Diyuan Liu, Baocai Yin, Jia Pan, Jianqing Gao, Cong Liu Top 3% Paper Recognition
14 Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding Yifan Peng, Kwangyoun Kim, Felix Wu, Prashant Sridhar, Shinji Watanabe Top 3% Paper Recognition
15 Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe Top 3% Paper Recognition
16 Improving Massively Multilingual ASR With Auxiliary CTC Objectives William Chen, Brian Yan, Jiatong Shi, Yifan Peng, Soumi Maiti, Shinji Watanabe Top 3% Paper Recognition
17 On-the-fly Text Retrieval for End-to-End ASR Adapatation Bolaji Yusuf, Aditya Gourav, Ankur Gandhe, Ivan Bulyko Top 3% Paper Recognition
18 Fast Online Source Steering Algorithm for Tracking Single Moving Source Using Online Independent Vector Analysis Taishi Nakashima, Rintaro Ikeshita, Nobutaka Ono, Shoko Araki, Tomohiro Nakatani Top 3% Paper Recognition
19 A Probabilistic Framework for Pruning Transformers via a Finite Admixture of Keys Tan M Nguyen, Tam Nguyen, Long Bui, Hai Do, Duy Khuong Nguyen, Dung D Le, Hung Tran-The, Nhat Ho, Stan J Osher, Richard G Baraniuk Top 3% Paper Recognition
20 GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning Gaku Narita, Junichi Shimizu, Taketo Akama Top 3% Paper Recognition
21 An Edge Alignment-based Orientation Selection Method for Neutron Tomography Diyu Yang, Shimin Tang, Singanallur V. Venkatakrishnan, Mohammad S. N. Chowdhury, Yuxuan Zhang, Hassina Z. Bilheux, Gregery T. Buzzard, Charles A. Bouman Top 3% Paper Recognition
22 Cross-utterance ASR Rescoring with Graph-based Label Propagation Srinath Tankasala, Long Chen, Andreas Stolcke, Anirudh Raju, Qianli Deng, Chander Chandak, Aparna Khare, Roland Maas, Venkatesh Ravichandran Top 3% Paper Recognition
23 Efficient Speech Quality Assessment using Self-supervised Framewise Embeddings Karl El Hajal, Zihan Wu, Neil Scheidwasser-Clow, Gasser Elbanna, Milos Cernak Top 3% Paper Recognition
24 Puffin: Pitch-Synchronous Neural Waveform Generation for Fullband Speech on Modest Devices Oliver Watts, Lovisa Wihlborg, Cassia Valentini-Botinhao Top 3% Paper Recognition

  • 2022 年
    时间：2022 年 5 月 23 日 ~ 27 日
    地点：新加坡（线下/虚拟会议）
    共收到 4020 篇投稿，最终接收 1721 篇论文

    序号
    		 最佳论文（提名） 作者
    获奖情况
    1 On Adversarial Robustness of Large-scale Audio Visual Learning Juncheng B Li, Shuhui Qu, Xinjian Li, Po-Yao (Bernie) Huang, Florian Metze 最佳学生论文
    2 Residual Recovery Algorithm for Modulo Sampling Eyar Azar, Satish Mulleti, Yonina C. Eldar 最佳学生论文
    3 Sketched RT3D: How to Reconstruct Billions of Photons Per Second Julián Tachella, Michael P. Sheehan, Mike E. Davies 最佳学生论文
    4 Camera Calibration Through Camera Projection Loss Talha Hanif Butt,Murtaza Taj 最佳学生论文
    5 Efficiently and Globally Solving Joint Beamforming and Compression Problem in the Cooperative Cellular Network via Lagrangian Duality Xilai Fan, Ya-Feng Liu, Liang Liu 最佳学生论文
    6 Generalized Sliced Probability Metrics Soheil Kolouri, Kimia Nadjahi, Shahin Shahrampour, Umut Şimşekli 最佳论文
    7 Closed-Form Single Source Direction-of-Arrival Estimator Using Harmonic Coefficients First-Order Relative Yonggang Hu, Sharon Gannot 最佳论文

  • 2021 年
    时间：2021 年 6 月 6 日 ~ 11 日
    地点：加拿大 多伦多（虚拟会议）
    共收到 篇投稿，最终接收 篇论文

    序号
    		 最佳论文（提名） 作者
    获奖情况
    1 Convex Neural Autoregressive Models: Towards Tractable, Expressive, and Theoretically-Backed Models for Sequential Forecasting and Generation Vikul Gupta, Burak Bartan, Tolga Ergen, Mert Pilanci 杰出学生论文
    2 Deep Weighted MMS Downlink Beamforming Lissy Pellaco, Mats Bengtsson， Joakim Jaldén 杰出学生论文
    3 An Optimal Stochastic Compositional Optimization Method with Applications to Meta Learning Yuejiao Sun, Tianyi Chen, Wotao Yin 杰出学生论文
    4 CMIM: Cross-Modal Information Maximization for Medical Imaging Tristan Sylvain, Francis Dutil, Tess Berthier, Lisa Di Jorio, Margaux Luck, Devon Hjelm, Yoshua Bengio 杰出论文
    5 Non-Iterative Blind Calibration of Nested Arrays with Asymptotically Optimal Weighting Weiss, Amir, Arie Yeredor 杰出论文
    6 Nonstationary Portfolios: Diversification in the Spectral Domain Bruno Scalzo, Alvaro Arroyo, Ljubiša Stanković, Danilo P. Mandic 杰出论文

  • 2020 年
    时间：2020 年 5 月 4 日 ~ 8 日
    地点：西班牙 巴塞罗那（虚拟会议）
    共收到 篇投稿，最终接收 2258 篇论文

    序号
    		 最佳论文（提名） 作者
    获奖情况
    1 The Empirical Duality Gap of Constrained Statistical Learning Luiz F. O. Chamon, Santiago Paternain, Miguel Calvo-Fullana, Alejandro Ribeiro 最佳学生论文
    2 Approximate Bayesian Computation with the Sliced-Wasserstein Distance Kimia Nadjahi, Valentin De Bortoli, Alain Durmus, Roland Badeau, Umut Simsekli 最佳学生论文
    3 Better safe than sorry: risk-aware nonlinear Bayesian estimation Dionysios Kalogerias, Luiz Chamon, George Pappas, Alejandro Ribeiro 最佳论文
Powered by Gridea | RSS