WhaleLM: Finding Structure and Information in Sperm Whale Vocalizations and Behavior with Machine Learning

Abstract excerpt

Language models (LMs), which are neural sequence predictors trained to model distributions over natural language texts, have come to play a central role in human language technologies like machine translation and information retrieval. They have also contributed to the scientific study of human language itself, enabling progress on long-standing questions about the learnability, optimality, and universality of key...

Topics

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• Algorithms
• Auditory Perception
• Finches
• Machine Learning
• Phenotype
• Vocalization, Animal

Identifiers and source

Literature Corpus work

882b03e5-5115-5268-a217-e5420c466e8b

DOI

10.1101/2024.10.31.621071