ArticleeLife2021
Fast and accurate annotation of acoustic signals with deep neural networks.
Article in eLife, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.
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Who cites it
33 citing papers in PubMed.
- Family identity is represented within vocal categories by the gerbil auditory cortex.Current biology : CB · 2026Article
- Real-Time Segmentation and Classification of Birdsong Syllables for Learning Experiments.eNeuro · 2026Article
- Sex-specific behavioral feedback modulates sensorimotor processing and drives flexible social behavior.Nature communications · 2026Article
- TweetyBERT: Automated parsing of birdsong through self-supervised machine learning.Patterns (New York, N.Y.) · 2026Article
- Brain-immune interactions generate pathogen-specific sickness states.bioRxiv : the preprint server for biology · 2025Article
- Differential effects of amphetamine on ultrasonic vocalizations and locomotor activity in a rat model of endogenous depression.Scientific reports · 2025Article
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- A neural circuit for context-dependent multimodal signaling in Drosophila.Nature communications · 2025Article
- Computational Urban Ecology of New York City Rats.bioRxiv : the preprint server for biology · 2025Article
- Vocal communication is seasonal in social groups of wild, free-living house mice.Proceedings. Biological sciences · 2025Article
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- The utility of animal models to inform the next generation of human space exploration.NPJ microgravity · 2025Review
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- Female calls promote song learning in male juvenile zebra finches.Nature communications · 2024Article
- Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio.bioRxiv : the preprint server for biology · 2024Article
- Disinhibition enables vocal repertoire expansion after a critical period.Nature communications · 2024Article
- Goal-directed and flexible modulation of syllable sequence within birdsong.Nature communications · 2024Article
- Soundscape Characterization Using Autoencoders and Unsupervised Learning.Sensors (Basel, Switzerland) · 2024Article
- MosquitoSong+: A noise-robust deep learning model for mosquito classification from wingbeat sounds.PloS one · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Acoustic signals serve communication within and across species throughout the animal kingdom. Studying the genetics, evolution, and neurobiology of acoustic communication requires annotating acoustic signals: segmenting and identifying individual acoustic elements like syllables or sound pulses. To be useful, annotations need to be accurate, robust to noise, and fast. We here introduce
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.