Measuring inter-pulse intervals in sperm whale clicks: consistency of automatic estimation methods.
Sperm whale clicks are characterized by a multi-pulsed structure. The time lag between consecutive pulses, i.e., the inter-pulse interval (IPI), is related to the size of the sound production organ such that its measurement provides a means to acoustically estimate the size of individual whales. Due to off-axis effects the identification of pulses is, however, not always straightforward, and automatic measurement methods provide not only more objective estimation, but may also facilitate IPI estimation in cases where single click measurements are ambiguous. In particular, averaging measurements over a time series of clicks from the same whale could enhance the discrimination of time invariant pulses. The authors developed two automatic methods of automatic IPI measurement based on waveform and autocorrelation averaging and compared their accuracy and consistency with other previously used methods. Manual measurement by an experienced operator provided the most self-consistent estimates. The autocorrelation averaging technique had the best overall performance of the automated methods achieving a very similar performance to manual measurement. On some recordings cepstrum averaging methods converged when autocorrelation did not. Therefore, applying both of these automated methods and choosing the best of the two are recommended.
Sea Mammal Research Unit, Scottish Oceans Institute, Gatty Marine Laboratory, University of St Andrews, St Andrews KY16 8LB, United Kingdom. rna@st-andrews.ac.uk
Ricardo
R
Antunes
Luke
L
Rendell
Jonathan
J
Gordon
D000818:Animals; D001331:Automation; D015203:Reproducibility of Results; D012815:Signal Processing, Computer-Assisted; D013018:Sound Spectrography; D050661:Sperm Whale / Q000502:physiology*; D013997:Time Factors; D035501:Uncertainty; D014828:Vocalization, Animal