DCCE / References

The studies behind the study.

The final manuscript bibliography, with source links and a downloadable BibTeX file.

The references below are taken from the final manuscript’s bibliography. Retained reports and notebooks may contain additional historical citations. Download the final BibTeX bibliography.

Toward understanding the communication in sperm whales

Andreas, Jacob; Beguš, Gašper; Bronstein, Michael M.; Diamant, Roee; Delaney, Denley; Gero, Shane; Goldwasser, Shafi; Gruber, David F.; de Haas, Sarah; Malkin, Peter; Pavlov, Nikolay; Payne, Roger; Petri, Giovanni; Rus, Daniela; Sharma, Pratyusha; Tchernov, Dan; Tønnesen, Pernille; Torralba, Antonio; Vogt, Daniel; Wood, Robert J.

iScience · 2022

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Individual, unit and vocal clan level identity cues in sperm whale codas

Gero, Shane; Whitehead, Hal; Rendell, Luke

Royal Society Open Science · 2016

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Deep Machine Learning Techniques for the Detection and Classification of Sperm Whale Bioacoustics

Bermant, Peter C.; Bronstein, Michael M.; Wood, Robert J.; Gero, Shane; Gruber, David F.

Scientific Reports · 2019

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Contextual and combinatorial structure in sperm whale vocalisations

Sharma, Pratyusha; Gero, Shane; Payne, Roger; Gruber, David F.; Rus, Daniela; Torralba, Antonio; Andreas, Jacob

Nature Communications · 2024

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BirdNET: A deep learning solution for avian diversity monitoring

Kahl, Stefan; Wood, Connor M.; Eibl, Maximilian; Klinck, Holger

Ecological Informatics · 2021

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Detection, communication, and individual identification with deep audio embeddings: A case study with North Atlantic right whales

Tolkova, Irina; Klinck, Holger; Cusano, Dana A.; Kügler, Anke; Parks, Susan E.

PLOS Computational Biology · 2026

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WhAM: Towards a Translative Model of Sperm Whale Vocalization

Paradise, Orr; Muralikrishnan, Pranav; Chen, Liangyuan; Flores García, Hugo; Pardo, Bryan; Diamant, Roee; Gruber, David F.; Gero, Shane; Goldwasser, Shafi

arXiv:2512.02206 · 2025

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AVES: Animal Vocalization Encoder based on Self-Supervision

Hagiwara, Masato

arXiv:2210.14493 · 2022

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A Simple Framework for Contrastive Learning of Visual Representations

Chen, Ting; Kornblith, Simon; Norouzi, Mohammad; Hinton, Geoffrey

Proceedings of ICML · 2020

See the downloadable bibliography for publication details.

Vowel- and Diphthong-Like Spectral Patterns in Sperm Whale Codas

Beguš, Gašper; Sprouse, Ronald L.; Leban, Andrej; Silva, Miles; Gero, Shane

Open Mind · 2025

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The phonology of sperm whale coda vowels

Beguš, Gašper; Dąbkowski, Maksymilian; Sprouse, Ronald L.; Gruber, David F.; Gero, Shane

Proceedings of the Royal Society B · 2026

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wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations

Baevski, Alexei; Zhou, Henry; Mohamed, Abdelrahman; Auli, Michael

arXiv:2006.11477 · 2020

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HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units

Hsu, Wei-Ning; Bolte, Benjamin; Tsai, Yao-Hung Hubert; Lakhotia, Kushal; Salakhutdinov, Ruslan; Mohamed, Abdelrahman

arXiv:2106.07447 · 2021

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Learning Transferable Visual Models From Natural Language Supervision

Radford, Alec; Kim, Jong Wook; Hallacy, Chris; Ramesh, Aditya; Goh, Gabriel; Agarwal, Sandhini; Sastry, Girish; Askell, Amanda; Mishkin, Pamela; Clark, Jack; Krueger, Gretchen; Sutskever, Ilya

Proceedings of ICML · 2021

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Front-End Factor Analysis for Speaker Verification

Dehak, Najim; Kenny, Patrick J.; Dehak, Réda; Dumouchel, Pierre; Ouellet, Pierre

IEEE Transactions on Audio, Speech, and Language Processing · 2011

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X-vectors: Robust DNN Embeddings for Speaker Recognition

Snyder, David; Garcia-Romero, Daniel; Sell, Gregory; Povey, Daniel; Khudanpur, Sanjeev

Proceedings of ICASSP · 2018

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In defence of metric learning for speaker recognition

Chung, Joon Son; Huh, Jaesung; Mun, Seongkyu; Lee, Minjae; Heo, Hee Soo; Choe, Soyeon; Ham, Chiheon; Jung, Sunghwan; Lee, Bong-Jin; Han, Icksang

arXiv:2003.11982 · 2020

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