Literature DB >> 33816876

NIPS4Bplus: a richly annotated birdsong audio dataset.

Veronica Morfi1, Yves Bas2,3, Hanna Pamuła4, Hervé Glotin5, Dan Stowell1.   

Abstract

Recent advances in birdsong detection and classification have approached a limit due to the lack of fully annotated recordings. In this paper, we present NIPS4Bplus, the first richly annotated birdsong audio dataset, that is comprised of recordings containing bird vocalisations along with their active species tags plus the temporal annotations acquired for them. Statistical information about the recordings, their species specific tags and their temporal annotations are presented along with example uses. NIPS4Bplus could be used in various ecoacoustic tasks, such as training models for bird population monitoring, species classification, birdsong vocalisation detection and classification. ©2019 Morfi et al.

Entities:  

Keywords:  Audio dataset; Audio signal processing; Bioacoustics; Bioinformatics; Bird vocalisations; Ecoacoustics; Ecosystems; Rich annotations

Year:  2019        PMID: 33816876      PMCID: PMC7924541          DOI: 10.7717/peerj-cs.223

Source DB:  PubMed          Journal:  PeerJ Comput Sci        ISSN: 2376-5992


  5 in total

1.  Acoustic classification of multiple simultaneous bird species: a multi-instance multi-label approach.

Authors:  Forrest Briggs; Balaji Lakshminarayanan; Lawrence Neal; Xiaoli Z Fern; Raviv Raich; Sarah J K Hadley; Adam S Hadley; Matthew G Betts
Journal:  J Acoust Soc Am       Date:  2012-06       Impact factor: 1.840

2.  Production and perception of communicatory signals in a noisy environment.

Authors:  David A Luther; R Haven Wiley
Journal:  Biol Lett       Date:  2009-01-13       Impact factor: 3.703

3.  Signaller: receiver coordination and the timing of communication in Amazonian birds.

Authors:  David A Luther
Journal:  Biol Lett       Date:  2008-12-23       Impact factor: 3.703

4.  Barred owls and landscape attributes influence territory occupancy of northern spotted owls.

Authors:  Stan G Sovern; Eric D Forsman; Gail S Olson; Brian L Biswell; Margaret Taylor; Robert G Anthony
Journal:  J Wildl Manage       Date:  2014-10-09       Impact factor: 2.469

Review 5.  Estimating animal population density using passive acoustics.

Authors:  Tiago A Marques; Len Thomas; Stephen W Martin; David K Mellinger; Jessica A Ward; David J Moretti; Danielle Harris; Peter L Tyack
Journal:  Biol Rev Camb Philos Soc       Date:  2012-11-29
  5 in total
  2 in total

1.  Computational bioacoustics with deep learning: a review and roadmap.

Authors:  Dan Stowell
Journal:  PeerJ       Date:  2022-03-21       Impact factor: 2.984

2.  BioCPPNet: automatic bioacoustic source separation with deep neural networks.

Authors:  Peter C Bermant
Journal:  Sci Rep       Date:  2021-12-06       Impact factor: 4.379

  2 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.