今日论文合集:cs.SD语音13篇,eess.AS音频处理13篇。
cs.SD语音

【1】 AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition标题:连续伪标记法在视听语音识别中的应用作者:Andrew Rouditchenko,Ronan Collobert,Tatiana Likhomanenko机构:MIT, Apple备注:Under review链接:http://arxiv.org/pdf/2309.17395v1

【2】 Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation标题:利用细粒度音频特征、文本嵌入监督和LLM混合增强改进音频字幕模型作者:Shih-Lun Wu,Xuankai Chang,Gordon Wichern,Jee-weon Jung,François Germain,Jonathan Le Roux,Shinji Watanabe机构:Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA, Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA备注:Preprint, under review at ICASSP 2024. Winner of the DCASE 2023 Challenge Task 6A: Automated Audio Captioning (AAC)链接:http://arxiv.org/pdf/2309.17352v1
【3】 RTFS-Net: Recurrent time-frequency modelling for efficient audio-visual speech separation标题:RTFS-Net:高效视听语音分离的递归时频建模作者:Samuel Pegg,Kai Li,Xiaolin Hu机构:. Department of Computer Science and Technology, Institute for AI, BNRist, Tsinghua University, Beijing , China, . Tsinghua Laboratory of Brain and Intelligence (THBI), IDGMcGovern Institute for Brain Research, Tsinghua University, Beijing , China备注:17 pages, 4 figures链接:http://arxiv.org/pdf/2309.17189v1【4】 Style Transfer for Non-differentiable Audio Effects标题:不可区分音效的风格转换作者:Kieran Grant机构:University of Glasgow链接:http://arxiv.org/pdf/2309.17125v1【5】 ReFlow-TTS: A Rectified Flow Model for High-fidelity Text-to-Speech标题:Reflow-TTS:一种适用于高保真文语转换的纠错流模型作者:Wenhao Guan,Qi Su,Haodong Zhou,Shiyu Miao,Xingjia Xie,Lin Li,Qingyang Hong机构:School of Informatics, Xiamen University, China, School of Electronic Science and Engineering, Xiamen University, China备注:Submitted to ICASSP2024链接:http://arxiv.org/pdf/2309.17056v1【6】 SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition标题:SSHR:利用自监督层次表示进行多语言自动语音识别作者:Hongfei Xue,Qijie Shao,Kaixun Huang,Peikun Chen,Lei Xie,Jie Liu机构:Northwestern Polytechnical University, Xian, China, Huawei Cloud备注:5 pages, 2 figures链接:http://arxiv.org/pdf/2309.16937v1【7】 Toward Universal Speech Enhancement for Diverse Input Conditions标题:面向不同输入条件的通用语音增强作者:Wangyou Zhang,Kohei Saijo,Zhong-Qiu Wang,Shinji Watanabe,Yanmin Qian机构:Shanghai Jiao Tong University, China, Waseda University, Japan, Carnegie Mellon University, USA备注:6 pages, 3 figures, 5 tables, accepted by ASRU 2023链接:http://arxiv.org/pdf/2309.17384v1【8】 LRPD: Large Replay Parallel Dataset标题:LRPD:大型重播并行数据集作者:Ivan Yakovlev,Mikhail Melnikov,Nikita Bukhal,Rostislav Makarov,Alexander Alenin,Nikita Torgashov,Anton Okhotnikov机构:(c) Paper ID: , (f) Conference Location: Singapore, Sands Expo & Convention Centre, (g) DOI: ,.,ICASSP,.,., (h) Publisher: IEEE, (i) Cite as:, Yakovlev, I., Melnikov, M., Bukhal, N., Makarov, R., Alenin, A., TorgashovJournal-ref:ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6612-6616链接:http://arxiv.org/pdf/2309.17298v1【9】 Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR Customization标题:Wiki-en-ASR-Adapt:面向英语ASR定制的大规模合成数据集作者:Alexandra Antonova机构:Moscow Institute of Physics and Technology备注:Accepted to IEEE ASRU 2023链接:http://arxiv.org/pdf/2309.17267v1【10】 Low-Resource Self-Supervised Learning with SSL-Enhanced TTS标题:基于SSL增强型TTS的低资源自监督学习作者:Po-chun Hsu,Ali Elkahky,Wei-Ning Hsu,Yossi Adi,Tu Anh Nguyen,Jade Copet,Emmanuel Dupoux,Hung-yi Lee,Abdelrahman Mohamed机构:Graduate Institute of Communication Engineering, National Taiwan University, Apple, Meta AI, The Hebrew University of Jerusalem, Rembrand Inc.备注:Preprint链接:http://arxiv.org/pdf/2309.17020v1【11】 Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features标题:基于说话人特征时间一致性和分布的合成语音检测作者:Yuxiang Zhang,Zhuo Li,Jingze Lu,Wenchao Wang,Pengyuan Zhang机构:Wenchao Wang and Pengyuan ZhangThe authors are with Key Laboratory of Speech Acoustics and ContentUnderstanding, Institute of Acoustics, China and also with University of Chinese Academy of Sciences备注:5 pages, 3 figures, 4 tables链接:http://arxiv.org/pdf/2309.16954v1【12】 Enhancing Code-switching Speech Recognition with Interactive Language Biases标题:利用交互语言偏向增强码型转换语音识别作者:Hexin Liu,Leibny Paola Garcia,Xiangyu Zhang,Andy W. H. Khong,Sanjeev Khudanpur机构:School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, CLSP and HLT-COE, Johns Hopkins University, USA, University of New South Wales, Australia备注:Submitted to IEEE ICASSP 2024链接:http://arxiv.org/pdf/2309.16953v1【13】 Towards High Resolution Weather Monitoring with Sound Data标题:利用声学数据进行高分辨率天气监测作者:Enis Berk Çoban,Megan Perra,Michael I. Mandel机构:Michael I Mandel, The Graduate Center, CUNY, New York, NY, USA, Environmental Biology, SUNY-ESF, Syracuse, NY, USA备注:5 pages, submitted to ICASSP 2024链接:http://arxiv.org/pdf/2309.16867v1
eess.AS音频处理

【1】 Toward Universal Speech Enhancement for Diverse Input Conditions标题:面向不同输入条件的通用语音增强作者:Wangyou Zhang,Kohei Saijo,Zhong-Qiu Wang,Shinji Watanabe,Yanmin Qian机构:Shanghai Jiao Tong University, China, Waseda University, Japan, Carnegie Mellon University, USA备注:6 pages, 3 figures, 5 tables, accepted by ASRU 2023链接:http://arxiv.org/pdf/2309.17384v1

【2】 LRPD: Large Replay Parallel Dataset标题:LRPD:大型重播并行数据集作者:Ivan Yakovlev,Mikhail Melnikov,Nikita Bukhal,Rostislav Makarov,Alexander Alenin,Nikita Torgashov,Anton Okhotnikov机构:(c) Paper ID: , (f) Conference Location: Singapore, Sands Expo & Convention Centre, (g) DOI: ,.,ICASSP,.,., (h) Publisher: IEEE, (i) Cite as:, Yakovlev, I., Melnikov, M., Bukhal, N., Makarov, R., Alenin, A., TorgashovJournal-ref:ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 6612-6616链接:http://arxiv.org/pdf/2309.17298v1
【3】 Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR Customization标题:Wiki-en-ASR-Adapt:面向英语ASR定制的大规模合成数据集作者:Alexandra Antonova机构:Moscow Institute of Physics and Technology备注:Accepted to IEEE ASRU 2023链接:http://arxiv.org/pdf/2309.17267v1【4】 Low-Resource Self-Supervised Learning with SSL-Enhanced TTS标题:基于SSL增强型TTS的低资源自监督学习作者:Po-chun Hsu,Ali Elkahky,Wei-Ning Hsu,Yossi Adi,Tu Anh Nguyen,Jade Copet,Emmanuel Dupoux,Hung-yi Lee,Abdelrahman Mohamed机构:Graduate Institute of Communication Engineering, National Taiwan University, Apple, Meta AI, The Hebrew University of Jerusalem, Rembrand Inc.备注:Preprint链接:http://arxiv.org/pdf/2309.17020v1【5】 Synthetic Speech Detection Based on Temporal Consistency and Distribution of Speaker Features标题:基于说话人特征时间一致性和分布的合成语音检测作者:Yuxiang Zhang,Zhuo Li,Jingze Lu,Wenchao Wang,Pengyuan Zhang机构:Wenchao Wang and Pengyuan ZhangThe authors are with Key Laboratory of Speech Acoustics and ContentUnderstanding, Institute of Acoustics, China and also with University of Chinese Academy of Sciences备注:5 pages, 3 figures, 4 tables链接:http://arxiv.org/pdf/2309.16954v1【6】 Enhancing Code-switching Speech Recognition with Interactive Language Biases标题:利用交互语言偏向增强码型转换语音识别作者:Hexin Liu,Leibny Paola Garcia,Xiangyu Zhang,Andy W. H. Khong,Sanjeev Khudanpur机构:School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, CLSP and HLT-COE, Johns Hopkins University, USA, University of New South Wales, Australia备注:Submitted to IEEE ICASSP 2024链接:http://arxiv.org/pdf/2309.16953v1【7】 Towards High Resolution Weather Monitoring with Sound Data标题:利用声学数据进行高分辨率天气监测作者:Enis Berk Çoban,Megan Perra,Michael I. Mandel机构:Michael I Mandel, The Graduate Center, CUNY, New York, NY, USA, Environmental Biology, SUNY-ESF, Syracuse, NY, USA备注:5 pages, submitted to ICASSP 2024链接:http://arxiv.org/pdf/2309.16867v1
【8】 AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition标题:连续伪标记法在视听语音识别中的应用作者:Andrew Rouditchenko,Ronan Collobert,Tatiana Likhomanenko机构:MIT, Apple备注:Under review链接:http://arxiv.org/pdf/2309.17395v1【9】 Improving Audio Captioning Models with Fine-grained Audio Features, Text Embedding Supervision, and LLM Mix-up Augmentation标题:利用细粒度音频特征、文本嵌入监督和LLM混合增强改进音频字幕模型作者:Shih-Lun Wu,Xuankai Chang,Gordon Wichern,Jee-weon Jung,François Germain,Jonathan Le Roux,Shinji Watanabe机构:Language Technologies Institute, Carnegie Mellon University, Pittsburgh, PA, USA, Mitsubishi Electric Research Labs (MERL), Cambridge, MA, USA备注:Preprint, under review at ICASSP 2024. Winner of the DCASE 2023 Challenge Task 6A: Automated Audio Captioning (AAC)链接:http://arxiv.org/pdf/2309.17352v1【10】 RTFS-Net: Recurrent time-frequency modelling for efficient audio-visual speech separation标题:RTFS-Net:高效视听语音分离的递归时频建模作者:Samuel Pegg,Kai Li,Xiaolin Hu机构:. Department of Computer Science and Technology, Institute for AI, BNRist, Tsinghua University, Beijing , China, . Tsinghua Laboratory of Brain and Intelligence (THBI), IDGMcGovern Institute for Brain Research, Tsinghua University, Beijing , China备注:17 pages, 4 figures链接:http://arxiv.org/pdf/2309.17189v1【11】 Style Transfer for Non-differentiable Audio Effects标题:不可区分音效的风格转换作者:Kieran Grant机构:University of Glasgow链接:http://arxiv.org/pdf/2309.17125v1【12】 ReFlow-TTS: A Rectified Flow Model for High-fidelity Text-to-Speech标题:Reflow-TTS:一种适用于高保真文语转换的纠错流模型作者:Wenhao Guan,Qi Su,Haodong Zhou,Shiyu Miao,Xingjia Xie,Lin Li,Qingyang Hong机构:School of Informatics, Xiamen University, China, School of Electronic Science and Engineering, Xiamen University, China备注:Submitted to ICASSP2024链接:http://arxiv.org/pdf/2309.17056v1【13】 SSHR: Leveraging Self-supervised Hierarchical Representations for Multilingual Automatic Speech Recognition标题:SSHR:利用自监督层次表示进行多语言自动语音识别作者:Hongfei Xue,Qijie Shao,Kaixun Huang,Peikun Chen,Lei Xie,Jie Liu机构:Northwestern Polytechnical University, Xian, China, Huawei Cloud备注:5 pages, 2 figures链接:http://arxiv.org/pdf/2309.16937v1
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