Journal Publications

*Corresponding author


  1. Sun, Y.-J., Yen, S.-C., Lin, T.-H.* (2022) soundscape_IR: A source separation toolbox for exploring acoustic diversity in soundscapes. Methods in Ecology and Evolution, 13: 2347-2355.

  2. Wang, M.-C., Furukawa, F., Wang, C.-W., Peng, H.-W., Lin, C.-C., Lin, T.-H.*, Tseng, Y.-C.* (2022) Multigenerational inspections of environmental thermal perturbations promote metabolic trade-offs in developmental stages of tropical fish. Environmental Pollution, 308: 119605.

  3. Jeng, F.-C.*, Lin, T.-H., Hart, B. N., Montgomery-Reagan, K., McDonald, K. (2022) Non-negative matrix factorization improves the efficiency of recording frequency-following responses in normal-hearing adults and neonates. International Journal of Audiology, early view.

  4. Parsons, M. J.*, Lin, T.-H., Mooney, T. A., Erbe, C., Juanes, F., Lammers, M., Li, S., Linke, S., Looby, A., Nedelec, S. L., Van Opzeeland, I. C., Radford, C. A., Rice, A. N., Sayigh, L., Stanley, J., Urban, E., Di Iorio, L. (2022) Sounding the call for a global library of biological underwater sounds. Frontiers in Ecology and Evolution, 10: 810156.


  1. Chen, C., Lin, T.-H.*, Watanabe, H. K., Akamatsu, T., Kawagucci, S. (2021) Baseline soundscapes of deep-sea habitats reveal heterogeneity among ecosystems and sensitivity to anthropogenic impacts. Limnology and Oceanography, 66: 3714-3727.

  2. Lin, T.-H.*, Akamatsu, T., Tsao, Y. (2021) Sensing ecosystem dynamics via audio source separation: A case study of marine soundscapes off northeastern Taiwan. PLoS Computational Biology, 17: e1008698.

  3. Lin, T.-H.*, Akamatsu, T.*, Sinniger, F., Harii, S. (2021) Exploring coral reef biodiversity via underwater soundscapes. Biological Conservation, 253: 108901.

  4. Heard, J., Tung, W.-C., Pei, Y.-D., Lin, T.-H., Lin, C.-H., Akamatsu, T., Wen, C. K. C.* (2021) Coastal development threatens area supporting greatest fish diversity at Taoyuan Algal Reef, NW Taiwan. Aquatic Conservation: Marine and Freshwater Ecosystems, 3: 590-604.


  1. Mooney, T. A.*, Di Iorio, L., Lammers, M., Lin, T.-H., Nedelec, S., Parsons, M., Radford, C. A., Urban, E., Stanley, J. (2020) Listening forward: Approaching marine biodiversity assessments using acoustic methods. Royal Society Open Science, 7: 201287.

  2. Tsai, K.-H., Wang, W.-C., Cheng, C.-H., Tsai, C.-Y., Wang, J.-K., Lin, T.-H., Fang, S.-H., Chen, L., Tsao, Y.* (2020) Blind monaural source separation on heart and lung sounds based on periodic-coded deep autoencoder. IEEE Journal of Biomedical and Health Informatics, 24: 3203 - 3214.

  3. 赤松友成*Tzu-Hao Lin、波利井佐紀、Frederic Sinniger (2020) サンゴ礁における鳴音を用いた生物分布観測とサウンドスケープの季節変化。超音波 Techno, 32: 19-22.

  4. Lin, T.-H.*, Tsao, Y. (2020) Source separation in ecoacoustics: A roadmap toward versatile soundscape information retrieval. Remote Sensing in Ecology and Conservation, 6: 236-247.


  1. Lin, T.-H.*, Chen, C., Watanabe, H. K., Kawagucci, S., Yamamoto, H., Akamatsu, T. (2019) Using soundscapes to assess deep-sea benthic ecosystems. Trends in Ecology & Evolution, 34: 1066-1069.


  1. Chang, H.-Y., Lin, T.-H., Anraku, K., Shao, Y.-T.* (2018) The effects of continuously acoustical stress on ROS levels and the antioxidant-related genes in black porgy (Acanthopagrus schlegelii). Zoological Studies, 57: 59.

  2. Tsao, Y.*, Lin, T.-H., Chen, F., Chang, Y.-F., Cheng, C.-H., Tsai, K.-H. (2018) Robust S1 and S2 heart sound recognition based on spectral restoration and multi-style training. Biomedical Signal Processing and Control, 49: 173-180.

  3. Lin, T.-H., Tsao, Y., Akamatsu, T.*. (2018) Comparison of passive acoustic soniferous fish monitoring with supervised and unsupervised approaches. Journal of the Acoustical Society of America, 143: EL278.

  4. Wei, C. A., Lin, T.-H., Chen, R. D., Tseng, Y.-C., Shao, Y.-T.*. (2018) The effects of continuously acoustical stress on cortisol in milkfish (Chanos chanos). General and Comparative Endocrinology, 257: 227-234.


  1. Lin, T.-H., Fang, S.-H., Tsao, Y.*. (2017) Improving biodiversity assessment via unsupervised separation of biological sounds from long-duration recordings. Scientific Reports, 7: 4547.


  1. Lin, T.-H.*, Chou, L.-S.. (2015) Automatic classification of delphinids based on the representative frequencies of whistles. Journal of the Acoustical Society of America, 138: 1003-1011.

  2. Guan, S.*, Lin, T.-H., Vignola, J., Chou, L.-S., Judge, J., Turo, D.. (2015) Dynamics of soundscape in a shallow water marine environment: a study of the habitat of the Indo-Pacific humpback dolphin. Journal of the Acoustical Society of America, 137: 2939-2949.

  3. Lin, T.-H.*, Yu, H.-Y., Chen, C.-F., Chou, L.-S.. (2015) Passive acoustic monitoring of the temporal variability of odontocete tonal sounds from a long-term marine observatory. PLOS ONE, 10: e0123943.

  4. Lin, T.-H., Akamatsu, T., Chou, L.-S.*. (2015) Seasonal distribution of Indo-Pacific humpback dolphins at an estuarine habitat: influences of upstream rainfall. Estuaries and Coasts, 38: 1376-1384.


  1. Lin, T.-H., Akamatsu, T., Chou, L.-S.*. (2013) Tidal influences on habitat use of Indo-Pacific humpback dolphins (Sousa chinensis) in an estuary. Marine Biology, 160: 1353-1363.

  2. Lin, T.-H.*, Chou, L.-S., Akamatsu, T., Chan, H.-C., Chen, C.-F.. (2013) An automatic detection algorithm for extracting the representative frequency of cetacean tonal sounds. Journal of the Acoustical Society of America, 134: 2477-2485.

Conference Publications (with full text)


  1. 林子皓、周宜鞍、孫翊仁 (2021) 運用水下聲景訊息感測淺海棲地之空間變化趨勢。台灣聲學學會第三十四屆學術研討會論文集,十一月. *The Best Research Paper Award


  1. Lin, T.-H., Akamatsu, T., Harii, S., Sinniger, F., Wen, K. C.. (2019) Characterizing the ecosystem-specific marine soundscape by a hypothesis-driven source separation. 2019 Annual Meeting of the Marine Acoustical Society of Japan.

  2. Lin, T.-H., Yang, H.-T., Huang, J.- M., Yao, C.-J., Lien, Y.-S., Wang, P.-J., Hu, F.-Y. (2019) Evaluating changes in the marine soundscape of an offshore wind farm via the machine learning-based source separation. Underwater Technology 2019. DOI: 10.1109/UT.2019.8734295.


  1. 楊信得、黃捷茂、林子皓、姚秋如、連永順、王珮蓉、胡芳瑜 (2018) 應用被動式水下聲學監測探討海洋哺乳類在離岸風場的時空分布。2018台灣風能學術研討會暨經濟部、科技部成果發表會,十二月.

  2. Lin, T.-H., Tsao, Y., Huang, C.-C., Tuanmu, M.-N. (2018) Studying wildlife activities by using soundscape information. 2018 International Conference on Earth Observations and Societal Impacts.

  3. Lin, T.-H., Tsao, Y. (2018) Listening to the deep: Exploring marine soundscape variability by information retrieval techniques. OCEANS ’18 Kobe. DOI: 10.1109/OCEANSKOBE.2018.8559307.

  4. Akamatsu, T., Lin, T.-H., Tsao, Y., Sinniger, F., Harii, S. (2018) Coral reef soundscape to measure the species distribution and biodiversity. OCEANS’18 Kobe. DOI: 10.1109/OCEANSKOBE.2018.8559475.


  1. 湛翔智、蕭婷宇、潘柔安、連永順、王珮蓉、胡芳瑜、林子皓 (2017) 以國際技術指引探討我離岸風場水下噪音監測評估適用方法。2017台灣風能協會會員大會暨學術研討會與科技部成果發表會,十二月.

  2. Lin, T.-H., Wang, Y.-H., Yen, H.-W., Lu, S.-S., Tsao, Y. (2017) Computing biodiversity change via a soundscape monitoring network. PNC 2017 Annual Conference and Joint Meetings. DOI: 10.23919/PNC.2017.8203533.

  3. Lin, T.-H., Tsao, Y.. (2017) Deblending of simultaneous-source seismic data via periodicity-coded nonnegative matrix factorization. IEEE Data Port. DOI: 10.21227/H2KP8J.


  1. Guan, S., Vignola, J., Lin, T.-H., Chou, L.-S.. (2016) Soundscape characteristics of the Eastern Taiwan Strait Indo-Pacific humpback dolphin habitat. Proceedings of Techno-Ocean. DOI: 10.1109/Techno-Ocean.2016.7890674.


  1. 林子皓、Shane Guan、周蓮香 (2015) 從海洋聲景探討中華白海豚的棲地特徵。台灣聲學學會第二十八屆學術研討會論文集,十一月. *The Best Research Paper Award

  2. Chen, C.-F., Mooney, T. A., Li, S., Öztürk, B., Öztürk, A. A., Lin, T.-H., Kameyama, S., Kimura, S. S., Akamatsu, T.. (2015) Report of the riverine and coastal session, Oceanoise2015, Vilanova i la Geltrú, Barcelona, Spain, 10-15 May.


  1. 林子皓、周蓮香 (2014) 應用被動式聲學監測減緩離岸風機施工對中華白海豚之衝擊。2014台灣風能學術研討會暨NEPII離岸風力及海洋能源主軸成果發表會論文集,十二月.

  2. 林子皓、余欣怡、陳琪芳、周蓮香 (2014) 利用長期海洋觀測站監聽鯨豚活動之季節性變異。第十六屆水下技術研討會論文集,五月.

  3. Lin, T.-H., Yu, H.-Y., Chen, C.-F., Chou, L.-S.. (2014) Passive acoustic monitoring on the seasonal species composition of cetaceans from the marine cable hosted observatory. Proceedings of OCEANS’14 MTS/IEEE Conference. DOI: 10.1109/OCEANS-TAIPEI.2014.6964392.


  1. 林子皓、余欣怡、陳琪芳、周蓮香 (2013) 透過長期海洋監聽站自動化偵測與分類鯨豚類哨叫聲。第十五屆水下技術研討會論文集,五月.

  2. Lin, T.-H., Yu, H.-Y., Chen, C.-F., Chou, L.-S.. (2013) Automatic detection and classification of cetacean tonal sounds from a long-term marine observatory. Proceedings of Symposium on Underwater Technology 2013. DOI: 10.1109/UT.2013.6519820. *2013 Young Researcher Award of IEEE OES Japan Chapter