今日论文合集:cs.SD语音11篇,eess.AS音频处理11篇。
cs.SD语音
【1】 Transferable Models for Bioacoustics with Human Language Supervision标题:具有人类语言监督的生物声学可移植模型链接:https://arxiv.org/abs/2308.04978
作者:David Robinson,Adelaide Robinson,Lily Akrapongpisak
【2】 Representation Learning for Audio Privacy Preservation using Source  Separation and Robust Adversarial Learning标题:基于源分离和稳健对抗学习的音频隐私保护表征学习链接:https://arxiv.org/abs/2308.04960
作者:Diep Luong,Minh Tran,Shayan Gharib,Konstantinos Drossos,Tuomas Virtanen
【3】 Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis  Distance标题:基于马氏距离的无监督异地方言检测链接:https://arxiv.org/abs/2308.04886
作者:Sourya Dipta Das,Yash Vadi,Abhishek Unnam,Kuldeep Yadav备注:Accepted in Interspeech 2023
【4】 DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels  from User Comments for Music标题:DIVA:一个迭代框架,可以从用户对音乐的评论中获取更多多样化和有效的标签链接:https://arxiv.org/abs/2308.04805
作者:Hongru Liang,Jingyao Liu,Yuanxin Xiang,Jiachen Du,Lanjun Zhou,Shushen Pan,Wenqiang Lei备注:11 pages, 5 figures, published to ACM MM 2023
【5】 Induction Network: Audio-Visual Modality Gap-Bridging for  Self-Supervised Sound Source Localization标题:感应网络:自监督声源定位的视听通道鸿沟弥合链接:https://arxiv.org/abs/2308.04767
作者:Tianyu Liu,Peng Zhang,Wei Huang,Yufei Zha,Tao You,Yanning Zhang备注:Accepted to ACM Multimedia 2023
【6】 JEN-1: Text-Guided Universal Music Generation with Omnidirectional  Diffusion Models标题:Jen-1:文本引导的全方位传播模型的通用音乐生成链接:https://arxiv.org/abs/2308.04729
作者:Peike Li,Boyu Chen,Yao Yao,Yikai Wang,Allen Wang,Alex Wang
【7】 Speaker Recognition Using Isomorphic Graph Attention Network Based  Pooling on Self-Supervised Representation标题:基于同构图注意网络的说话人识别链接:https://arxiv.org/abs/2308.04666
作者:Zirui Ge,Xinzhou Xu,Haiyan Guo,Tingting Wang,Zhen Yang备注:9 pages, 4 figures
【8】 Deep Learning for Diverse Data Types Steganalysis: A Review标题:不同数据类型的深度学习隐写分析:综述链接:https://arxiv.org/abs/2308.04522
作者:Hamza Kheddar,Mustapha Hemis,Yassine Himeur,David Megías,Abbes Amira
【9】 Capturing Spectral and Long-term Contextual Information for Speech  Emotion Recognition Using Deep Learning Techniques标题:利用深度学习技术获取语音情感识别的频谱和长时上下文信息链接:https://arxiv.org/abs/2308.04517
作者:Samiul Islam,Md. Maksudul Haque,Abu Jobayer Md. Sadat备注:the research paper is still in progress
【10】 Anonymizing Speech: Evaluating and Designing Speaker Anonymization  Techniques标题:语音匿名化:说话人匿名化技术的评估与设计链接:https://arxiv.org/abs/2308.04455
作者:Pierre Champion备注:PhD Thesis Pierre Champion | Universit\'e de Lorraine - INRIA Nancy | for associated source code file, see this https URL
【11】 Separate Anything You Describe标题:把你描述的任何东西分开链接:https://arxiv.org/abs/2308.05037
作者:Xubo Liu,Qiuqiang Kong,Yan Zhao,Haohe Liu,Yi Yuan,Yuzhuo Liu,Rui Xia,Yuxuan Wang,Mark D. Plumbley,Wenwu Wang备注:Project Page: this https URL; Code: this https URL
eess.AS音频处理
【1】 Separate Anything You Describe标题:把你描述的任何东西分开链接:https://arxiv.org/abs/2308.05037
作者:Xubo Liu,Qiuqiang Kong,Yan Zhao,Haohe Liu,Yi Yuan,Yuzhuo Liu,Rui Xia,Yuxuan Wang,Mark D. Plumbley,Wenwu Wang备注:Project Page: this https URL; Code: this https URL
【2】 Transferable Models for Bioacoustics with Human Language Supervision标题:具有人类语言监督的生物声学可移植模型链接:https://arxiv.org/abs/2308.04978
作者:David Robinson,Adelaide Robinson,Lily Akrapongpisak
【3】 Representation Learning for Audio Privacy Preservation using Source  Separation and Robust Adversarial Learning标题:基于源分离和稳健对抗学习的音频隐私保护表征学习链接:https://arxiv.org/abs/2308.04960
作者:Diep Luong,Minh Tran,Shayan Gharib,Konstantinos Drossos,Tuomas Virtanen
【4】 Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis  Distance标题:基于马氏距离的无监督异地方言检测链接:https://arxiv.org/abs/2308.04886
作者:Sourya Dipta Das,Yash Vadi,Abhishek Unnam,Kuldeep Yadav备注:Accepted in Interspeech 2023
【5】 DiVa: An Iterative Framework to Harvest More Diverse and Valid Labels  from User Comments for Music标题:DIVA:一个迭代框架,可以从用户对音乐的评论中获取更多多样化和有效的标签链接:https://arxiv.org/abs/2308.04805
作者:Hongru Liang,Jingyao Liu,Yuanxin Xiang,Jiachen Du,Lanjun Zhou,Shushen Pan,Wenqiang Lei备注:11 pages, 5 figures, published to ACM MM 2023
【6】 Induction Network: Audio-Visual Modality Gap-Bridging for  Self-Supervised Sound Source Localization标题:感应网络:自监督声源定位的视听通道鸿沟弥合链接:https://arxiv.org/abs/2308.04767
作者:Tianyu Liu,Peng Zhang,Wei Huang,Yufei Zha,Tao You,Yanning Zhang备注:Accepted to ACM Multimedia 2023
【7】 JEN-1: Text-Guided Universal Music Generation with Omnidirectional  Diffusion Models标题:Jen-1:文本引导的全方位传播模型的通用音乐生成链接:https://arxiv.org/abs/2308.04729
作者:Peike Li,Boyu Chen,Yao Yao,Yikai Wang,Allen Wang,Alex Wang
【8】 Speaker Recognition Using Isomorphic Graph Attention Network Based  Pooling on Self-Supervised Representation标题:基于同构图注意网络的说话人识别链接:https://arxiv.org/abs/2308.04666
作者:Zirui Ge,Xinzhou Xu,Haiyan Guo,Tingting Wang,Zhen Yang备注:9 pages, 4 figures
【9】 Deep Learning for Diverse Data Types Steganalysis: A Review标题:不同数据类型的深度学习隐写分析:综述链接:https://arxiv.org/abs/2308.04522
作者:Hamza Kheddar,Mustapha Hemis,Yassine Himeur,David Megías,Abbes Amira
【10】 Capturing Spectral and Long-term Contextual Information for Speech  Emotion Recognition Using Deep Learning Techniques标题:利用深度学习技术获取语音情感识别的频谱和长时上下文信息链接:https://arxiv.org/abs/2308.04517
作者:Samiul Islam,Md. Maksudul Haque,Abu Jobayer Md. Sadat备注:the research paper is still in progress
【11】 Anonymizing Speech: Evaluating and Designing Speaker Anonymization  Techniques标题:语音匿名化:说话人匿名化技术的评估与设计链接:https://arxiv.org/abs/2308.04455
作者:Pierre Champion备注:PhD Thesis Pierre Champion | Universit\'e de Lorraine - INRIA Nancy | for associated source code file, see this https URL
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