Utilizing DeepSqueak for automatic detection and classification of mammalian vocalizations: a case study on primate vocalizations
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Utilizing DeepSqueak for automatic detection and classification of mammalian vocalizations: a case study on primate vocalizations
Authors
Keywords
-
Journal
Scientific Reports
Volume 11, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2021-12-27
DOI
10.1038/s41598-021-03941-1
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Deep neural networks for automated detection of marine mammal species
- (2020) Yu Shiu et al. Scientific Reports
- Temporal patterns in acoustic presence and foraging activity of oceanic dolphins at seamounts in the Azores
- (2020) Irma Cascão et al. Scientific Reports
- Evolutionary significance of the variation in acoustic communication of a cryptic nocturnal primate radiation ( Microcebus spp.)
- (2020) Alida Frankline Hasiniaina et al. Ecology and Evolution
- DeepSqueak: a deep learning-based system for detection and analysis of ultrasonic vocalizations
- (2019) Kevin R. Coffey et al. NEUROPSYCHOPHARMACOLOGY
- Deep convolutional network for animal sound classification and source attribution using dual audio recordings
- (2019) Tuomas Oikarinen et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- Automated bioacoustics: methods in ecology and conservation and their potential for animal welfare monitoring
- (2019) Michael P. Mcloughlin et al. Journal of the Royal Society Interface
- ORCA-SPOT: An Automatic Killer Whale Sound Detection Toolkit Using Deep Learning
- (2019) Christian Bergler et al. Scientific Reports
- How much can k-means be improved by using better initialization and repeats?
- (2019) Pasi Fränti et al. PATTERN RECOGNITION
- Robust sound event detection in bioacoustic sensor networks
- (2019) Vincent Lostanlen et al. PLoS One
- High frequency/ultrasonic communication in a critically endangered nocturnal primate, Claire's mouse lemur (Microcebus mamiratra )
- (2018) Alida F. Hasiniaina et al. AMERICAN JOURNAL OF PRIMATOLOGY
- AURITA: an affordable, autonomous recording device for acoustic monitoring of audible and ultrasonic frequencies
- (2018) Richard D. Beason et al. BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING
- Automated birdsong recognition in complex acoustic environments: a review
- (2018) Nirosha Priyadarshani et al. JOURNAL OF AVIAN BIOLOGY
- Bat detective—Deep learning tools for bat acoustic signal detection
- (2018) Oisin Mac Aodha et al. PLoS Computational Biology
- A comparison of the Avisoft (5.2) and Ultravox (2.0) recording systems: Implications for early-life communication and vocalization research
- (2018) Matthew S. Binder et al. JOURNAL OF NEUROSCIENCE METHODS
- Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- (2017) Shaoqing Ren et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Automated acoustic analysis of 50-kHz ultrasonic vocalizations using template matching and contour analysis
- (2017) David J. Barker et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- MUPET—Mouse Ultrasonic Profile ExTraction: A Signal Processing Tool for Rapid and Unsupervised Analysis of Ultrasonic Vocalizations
- (2017) Maarten Van Segbroeck et al. NEURON
- Vocal greeting during mother-infant reunions in a nocturnal primate, the gray mouse lemur (Microcebus murinus)
- (2017) Marina Scheumann et al. Scientific Reports
- Moderate evidence for a Lombard effect in a phylogenetically basal primate
- (2016) Christian Schopf et al. PeerJ
- Machine Learning Algorithms for Automatic Classification of Marmoset Vocalizations
- (2016) Hjalmar K. Turesson et al. PLoS One
- Comparative Analysis of the Vocal Repertoire of Eulemur: A Dynamic Time Warping Approach
- (2015) Marco Gamba et al. INTERNATIONAL JOURNAL OF PRIMATOLOGY
- Assessing the performance of a semi-automated acoustic monitoring system for primates
- (2015) Stefanie Heinicke et al. Methods in Ecology and Evolution
- Dolphins Adjust Species-Specific Frequency Parameters to Compensate for Increasing Background Noise
- (2015) Elena Papale et al. PLoS One
- Towards an automated acoustic detection system for free-ranging elephants
- (2014) Matthias Zeppelzauer et al. BIOACOUSTICS-THE INTERNATIONAL JOURNAL OF ANIMAL SOUND AND ITS RECORDING
- Intraspecific and interspecific vocal variation in three Neotropical cardinalids (Passeriformes:Fringillidae) and its relationship with body mass
- (2014) Natalia C. Garc�a et al. EMU
- An automatic acoustic bat identification system based on the audible spectrum
- (2014) Aarón Henríquez et al. EXPERT SYSTEMS WITH APPLICATIONS
- Automated detection of 50-kHz ultrasonic vocalizations using template matching in XBAT
- (2014) David J. Barker et al. JOURNAL OF NEUROSCIENCE METHODS
- PraatR: An architecture for controlling the phonetics software “Praat” with the R programming language
- (2014) Aaron L. Albin JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- A general framework for animal density estimation from acoustic detections across a fixed microphone array
- (2014) Ben C. Stevenson et al. Methods in Ecology and Evolution
- PAMGUARD: Semiautomated, open source software for real‐time acoustic detection and localization of cetaceans.
- (2013) Douglas Gillespie et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- Encoding of Situations in the Vocal Repertoire of Piglets (Sus scrofa): A Comparison of Discrete and Graded Classifications
- (2013) Céline Tallet et al. PLoS One
- Graded or discrete? A quantitative analysis of Campbell's monkey alarm calls
- (2012) Sumir Keenan et al. ANIMAL BEHAVIOUR
- Estimating animal population density using passive acoustics
- (2012) Tiago A. Marques et al. BIOLOGICAL REVIEWS
- Paternal kin recognition in the high frequency / ultrasonic range in a solitary foraging mammal
- (2012) Sharon E Kessler et al. BMC ECOLOGY
- Acoustic monitoring system to quantify ingestive behavior of free-grazing cattle
- (2011) William M. Clapham et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Acoustic correlates of individuality in the vocal repertoire of a nocturnal primate (Microcebus murinus)
- (2011) Lisette M. C. Leliveld et al. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
- Automatic detection of African elephant (Loxodonta africana) infrasonic vocalisations from recordings
- (2010) Pieter J. Venter et al. BIOSYSTEMS ENGINEERING
- The Complex Acoustic Design of an Advertisement Call in Male Mouse Lemurs (Microcebus murinus, Prosimii, Primates) and Sources of its Variation
- (2010) Elke Zimmermann et al. ETHOLOGY
- The use of Artificial Neural Networks to classify primate vocalizations: a pilot study on black lemurs
- (2009) Luca Pozzi et al. AMERICAN JOURNAL OF PRIMATOLOGY
- Detecting bird sounds in a complex acoustic environment and application to bioacoustic monitoring
- (2009) R. Bardeli et al. PATTERN RECOGNITION LETTERS
- Acoustic divergence in the communication of cryptic species of nocturnal primates (Microcebus ssp.)
- (2008) Pia Braune et al. BMC BIOLOGY
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started