Journal Publications

  1. Chong Chen, Tzu-Hao Lin*, Hiromi Kayama Watanabe, Tomonari Akamatsu, Shinsuke Kawagucci (2021) Baseline soundscapes of deep-sea habitats reveal heterogeneity among ecosystems and sensitivity to anthropogenic impacts. Limnology and Oceanography, 66: 3714-3727.

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

  3. Tzu-Hao Lin*, Tomonari Akamatsu*, Frederic Sinniger, Saki Harii (2021) Exploring coral reef biodiversity via underwater soundscapes. Biological Conservation, 253: 108901.

  4. Joseph Heard, Wei-chen Tung, Yu-de Pei, Tzu-Hao Lin, Chien-Hsiang Lin, Tomonari Akamatsu, Colin KC Wen* (2021) Coastal development threatens area supporting greatest fish diversity at Taoyuan Algal Reef, NW Taiwan. Aquatic Conservation: Marine and Freshwater Ecosystems, 3: 590-604.

  5. T. Aran Mooney*, Lucia Di Iorio, Marc Lammers, Tzu-Hao Lin, Sophie Nedelec, Miles Parsons, Craig Radford, Ed Urban, Jenni Stanley (2020) Listening forward: Approaching marine biodiversity assessments using acoustic methods. Royal Society Open Science, 7: 201287.

  6. Kun-Hsi Tsai, Wei-Chien Wang, Chui-Hsuan Cheng, Chan-Yen Tsai, Jou-Kou Wang, Tzu-Hao Lin, Shih-Hau Fang, Lichin Chen, Yu Tsao* (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.

  7. 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.

  8. Tzu-Hao Lin*, Yu Tsao (2020) Source separation in ecoacoustics: A roadmap toward versatile soundscape information retrieval. Remote Sensing in Ecology and Conservation, 6: 236-247.

  9. Tzu-Hao Lin*, Chong Chen, Hiromi Kayama Watanabe, Shinsuke Kawagucci, Hiroyuki Yamamoto, Tomonari Akamatsu (2019) Using soundscapes to assess deep-sea benthic ecosystems. Trends in Ecology & Evolution, 34: 1066-1069.

  10. Hao-Yi Chang, Tzu-Hao Lin, Kazuhiko Anraku, Yi-Ta Shao* (2018) The effects of continuously acoustical stress on ROS levels and the antioxidant-related genes in black porgy (Acanthopagrus schlegelii). Zoological Studies, 57: 59

  11. Yu Tsao*, Tzu-Hao Lin, Fei Chen, Yun-Fan Chang, Chui-Hsuan Cheng, Kun-Hsi Tsai (2018) Robust S1 and S2 heart sound recognition based on spectral restoration and multi-style training. Biomedical Signal Processing and Control, 49: 173-180

  12. Tzu-Hao Lin, Yu Tsao, Tomonari Akamatsu*. (2018) Comparison of passive acoustic soniferous fish monitoring with supervised and unsupervised approaches. Journal of the Acoustical Society of America Express Letters, 143: EL278

  13. Chih An Wei, Tzu-Hao Lin, Ruo Dong Chen, Yung-Che Tseng, Yi-Ta Shao*. (2018) The effects of continuously acoustical stress on cortisol in milkfish (Chanos chanos). General and Comparative Endocrinology, 257: 227-234

  14. Tzu-Hao Lin, Shih-Hua Fang, Yu Tsao*. (2017) Improving biodiversity assessment via unsupervised separation of biological sounds from long-duration recordings. Scientific Reports, 7: 4547

  15. Tzu-Hao Lin*, Lien-Siang Chou. (2015) Automatic classification of delphinids based on the representative frequencies of whistles. Journal of the Acoustical Society of America, 138: 1003-1011

  16. Shane Guan*, Tzu-Hao Lin, Joseph Vignola, Lien-Siang Chou, John Judge, and Diego Turo. (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

  17. Tzu-Hao Lin*, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (2015) Passive acoustic monitoring of the temporal variability of odontocete tonal sounds from a long-term marine observatory. PLOS ONE, 10: e0123943

  18. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou*. (2015) Seasonal distribution of Indo-Pacific humpback dolphins at an estuarine habitat: influences of upstream rainfall. Estuaries and Coasts, 38: 1376-1384

  19. Tzu-Hao Lin, Tomonari Akamatsu, Lien-Siang Chou*. (2013) Tidal influences on habitat use of Indo-Pacific humpback dolphins (Sousa chinensis) in an estuary. Marine Biology, 160: 1353-1363

  20. Tzu-Hao Lin*, Lien-Siang Chou, Tomonari Akamatsu, Hsiang-Chih Chan, Chi-Fang Chen. (2013) An automatic detection algorithm for extracting the representative frequency of cetacean tonal sounds. Journal of the Acoustical Society of America, 134: 2477-2485

*Corresponding author

Conference Publications (with full text)

  1. Tzu-Hao Lin, Tomonari Akamatsu, Saki Harii, Frederic Siniger, Kuo-Chang Wen. (2019) Characterizing the ecosystem-specific marine soundscape by a hypothesis-driven source separation. 2019 Annual Meeting of the Marine Acoustical Society of Japan.

  2. Tzu-Hao Lin, Hsin-Te Yang, Jie- Mao Huang, Chiou-Ju Yao, Yung-Shun Lien, Pei-Jung Wang, Fang-Yu Hu (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

  3. 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

  4. Tzu-Hao Lin, Yu Tsao, Chun-Chia Huang, Mao-Ning Tuanmu (2018) Studying wildlife activities by using soundscape information. 2018 International Conference on Earth Observations and Societal Impacts

  5. Tzu-Hao Lin, Yu Tsao (2018) Listening to the deep: Exploring marine soundscape variability by information retrieval techniques. OCEANS ’18 Kobe. DOI: 10.1109/OCEANSKOBE.2018.8559307

  6. Tomonari Akamatsu, Tzu-Hao Lin, Yu Tsao, Frederic Sinniger, Saki Harii (2018) Coral Reef Soundscape to Measure the Species Distribution and Biodiversity. OCEANS’18 Kobe. DOI: 10.1109/OCEANSKOBE.2018.8559475

  7. 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

  8. Tzu-Hao Lin, Yu-Huang Wang, Han-Wei Yen, Shen-Shan Lu, Yu Tsao (2017) Computing biodiversity change via a soundscape monitoring network. PNC 2017 Annual Conference and Joint Meetings. DOI: 10.23919/PNC.2017.8203533

  9. Tzu-Hao Lin, Yu Tsao. (2017) Deblending of simultaneous-source seismic data via periodicity-coded nonnegative matrix factorization. IEEE Data Port. DOI: 10.21227/H2KP8J

  10. Shane Guan, Joseph Vignola, Tzu-Hao Lin, Lien-Siang Chou. (2016) Soundscape characteristics of the Eastern Taiwan Strait Indo-Pacific humpback dolphin habitat. Proceedings of Techno-Ocean. DOI: 10.1109/Techno-Ocean.2016.7890674

  11. 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)

  12. Chi-Fang Chen, T. Aran Mooney, Songhai Li, Bayram Öztürk, Ayaka Amaha Öztürk, Tzu-Hao Lin, Saho Kameyama, Satoko Kimura Soen, Tomonari Akamatsu. (2015) Report of the Riverine and Coastal Session, Oceanoise2015, Vilanova i la Geltrú, Barcelona, Spain, 10-15 May

  13. 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

  14. 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

  15. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (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

  16. 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

  17. Tzu-Hao Lin, Hsin-Yi Yu, Chi-Fang Chen, Lien-Siang Chou. (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)