4 citations · 4 across the 2 of their papers we have counts for
5 papers
Gaussian Processes for Music Audio Modelling and Content Analysis
Pablo A. Alvarado, Dan Stowell
Real music signals are highly variable, yet they have strong statistical structure. Prior information about the underlying physical mechanisms by which sounds are generated and rul…
Individual identity in songbirds: signal representations and metric learning for locating the information in complex corvid calls
Dan Stowell, Veronica Morfi, Lisa F. Gill
Bird calls range from simple tones to rich dynamic multi-harmonic structures. The more complex calls are very poorly understood at present, such as those of the scientifically impo…
Deductive Refinement of Species Labelling in Weakly Labelled Birdsong Recordings
Veronica Morfi, Dan Stowell
Many approaches have been used in bird species classification from their sound in order to provide labels for the whole of a recording. However, a more precise classification of ea…
Acoustic event detection for multiple overlapping similar sources
Dan Stowell, David Clayton
Many current paradigms for acoustic event detection (AED) are not adapted to the organic variability of natural sounds, and/or they assume a limit on the number of simultaneous sou…
Maximum a posteriori estimation of piecewise arcs in tempo time-series
Dan Stowell, Elaine Chew
In musical performances with expressive tempo modulation, the tempo variation can be modelled as a sequence of tempo arcs. Previous authors have used this idea to estimate series o…