A one-shot algorithm called iterationless DANSE (iDANSE) is introduced to perform distributed adaptive node-specific signal estimation (DANSE) in a fully connected wireless acoustic sensor network (WASN) deployed in an environment with non-overlapping latent signal subspaces. The iDANSE algorithm matches the performance of a centralized algorithm in a single processing cycle while devices exchange fused versions of their multichannel local microphone signals. Key advantages of iDANSE over currently available solutions are its iterationless nature, which favors deployment in real-time applications, and the fact that devices can exchange fewer fused signals than the number of latent sources in the environment. The proposed method is validated in numerical simulations including a speech enhancement scenario.
Acoustic Landmarks Contain More Information About the Phone String than Other Frames for Automatic Speech Recognition with Deep Neural Network Acoustic Model
University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）；Novumind；Beckman Institute, University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校贝克曼研究所）
Subspace-based compressive sensing algorithm for raypath separation in a shallow-water waveguide
Southeast University（东南大学）；Harbin Engineering University（哈尔滨工程大学）；Institut des Sciences de la Terre（地球科学研究所）；Université Joseph Fourier（约瑟夫·傅里叶大学）；Centre National de la Recherche Scientifique（法国国家科学研究中心）
An acoustic signal cavitation detection framework based on XGBoost with adaptive selection feature engineering
Xidian University（西安电子科技大学）；Frankfurt Institute for Advanced Studies（法兰克福高等研究院）；Xidian-FIAS international Joint Research Center（西电-法兰克福高等研究院国际联合研究中心）；Goethe Universität（歌德大学）；GSI Helmholtzzentrum für Schwerionenforschung GmbH（GSI亥姆霍兹重离子研究中心有限责任公司）；SAMSOM AG（萨姆森股份公司）
NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
Microsoft Research（微软研究院）；Microsoft Azure（微软Azure）；University of Science and Technology of China（中国科学技术大学）；The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））；Zhejiang University（浙江大学）；The University of Tokyo（东京大学）；Peking University（北京大学）
