Classifying sex and strain from mouse ultrasonic vocalizations using deep learning

Ultrasonic signals associated with different types of social behavior of mice

(2020) Daniel T. Sangiamo et al.   NATURE NEUROSCIENCE

Ultrashort-range, high-frequency communication by female mice shapes social interactions

(2020) M. R. Warren et al.   Scientific Reports

DeepSqueak: a deep learning-based system for detection and analysis of ultrasonic vocalizations

(2019) Kevin R. Coffey et al.   NEUROPSYCHOPHARMACOLOGY

Quantifying ultrasonic mouse vocalizations using acoustic analysis in a supervised statistical machine learning framework

(2019) Adam P. Vogel et al.   Scientific Reports

CBA/CaJ mouse ultrasonic vocalizations depend on prior social experience

(2018) Kali Burke et al.   PLoS One

Multilinear models of single cell responses in the medial nucleus of the trapezoid body

(2018) B. Englitz et al.   NETWORK-COMPUTATION IN NEURAL SYSTEMS

Zebra finches identify individuals using vocal signatures unique to each call type

(2018) Julie E. Elie et al.   Nature Communications

MUPET—Mouse Ultrasonic Profile ExTraction: A Signal Processing Tool for Rapid and Unsupervised Analysis of Ultrasonic Vocalizations

(2017) Maarten Van Segbroeck et al.   NEURON

High-precision spatial localization of mouse vocalizations during social interaction

(2017) Jesse J. Heckman et al.   Scientific Reports

Sex-dependent modulation of ultrasonic vocalizations in house mice (Mus musculus musculus)

(2017) Sarah M. Zala et al.   PLoS One

Voice parameters predict sex-specific body morphology in men and women

(2016) Katarzyna Pisanski et al.   ANIMAL BEHAVIOUR

Mice produce ultrasonic vocalizations by intra-laryngeal planar impinging jets

(2016) Elena Mahrt et al.   CURRENT BIOLOGY

Age- and sex-related variations in vocal-tract morphology and voice acoustics during adolescence

(2016) Diana Markova et al.   HORMONES AND BEHAVIOR

Determinants of the mouse ultrasonic vocal structure and repertoire

(2016) Jesse Heckman et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

The vocal repertoire of the domesticated zebra finch: a data-driven approach to decipher the information-bearing acoustic features of communication signals

(2015) Julie E. Elie et al.   ANIMAL COGNITION

Deep learning

(2015) Yann LeCun et al.   NATURE

Mice lacking the cerebral cortex develop normal song: Insights into the foundations of vocal learning

(2015) Kurt Hammerschmidt et al.   Scientific Reports

Male mice song syntax depends on social contexts and influences female preferences

(2015) Jonathan Chabout et al.   Frontiers in Behavioral Neuroscience

Female mice ultrasonically interact with males during courtship displays

(2015) Joshua P Neunuebel et al.   eLife

The role of ultrasonic vocalizations in mouse communication

(2014) Christine V Portfors et al.   CURRENT OPINION IN NEUROBIOLOGY

Ultrasonic vocalizations during male–female interaction in the mouse model of Down syndrome Ts65Dn

(2014) Bruna L. Zampieri et al.   PHYSIOLOGY & BEHAVIOR

scikit-image: image processing in Python

(2014) Stéfan van der Walt et al.   PeerJ

The vocal repertoire of adult male blue monkeys (Cercopithecus mitis stulmanni): A quantitative analysis of acoustic structure

(2013) James Lewis Fuller   AMERICAN JOURNAL OF PRIMATOLOGY

Mouse vocal communication system: Are ultrasounds learned or innate?

(2013) Gustavo Arriaga et al.   BRAIN AND LANGUAGE

The Structure and Usage of Female and Male Mouse Ultrasonic Vocalizations Reveal only Minor Differences

(2012) Kurt Hammerschmidt et al.   PLoS One

A Role for Strain Differences in Waveforms of Ultrasonic Vocalizations during Male–Female Interaction

(2011) Hiroki Sugimoto et al.   PLoS One

Experience restores innate female preference for male ultrasonic vocalizations

(2010) K. N. Shepard et al.   GENES BRAIN AND BEHAVIOR

Female mice respond to male ultrasonic 'songs' with approach behaviour

(2009) K. Hammerschmidt et al.   Biology Letters

Nonlinearities and Contextual Influences in Auditory Cortical Responses Modeled with Multilinear Spectrotemporal Methods

(2008) M. B. Ahrens et al.   JOURNAL OF NEUROSCIENCE

Support Vector Machines and Kernels for Computational Biology

(2008) Asa Ben-Hur et al.   PLoS Computational Biology