Coupled Oscillator Dynamics of Vocal Turn-Taking in Monkeys

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Coupled Oscillator Dynamics of Vocal Turn-Taking in Monkeys Daniel Y. Takahashi, Darshana Z. Narayanan, Asif A. Ghazanfar  Current Biology  Volume 23, Issue 21, Pages 2162-2168 (November 2013) DOI: 10.1016/j.cub.2013.09.005 Copyright © 2013 Elsevier Ltd Terms and Conditions

Figure 1 Experimental Setup and Data (A) Illustration of the experimental setup for the vocal exchange experiment. (B) Waveform and spectrogram of a sequence of phee call exchanges. x axis, time in seconds; y axis, normalized amplitude (top) and frequency in kHz (bottom). Red and blue waveforms represent calls from marmoset 1 and marmoset 2, respectively. (C) Distribution of the interval between syllables in log-log scale. x axis, interval in seconds; y axis, probability density of the intervals. (D) Example of marmoset vocal exchange data. x axis, time in seconds; y axis, session number. The red and blue hashes represent different marmosets. The beginning and end of each hash indicates respectively the onset and offset of a phee call. Current Biology 2013 23, 2162-2168DOI: (10.1016/j.cub.2013.09.005) Copyright © 2013 Elsevier Ltd Terms and Conditions

Figure 2 Testing Three Hypotheses for the Dynamics of Marmoset Vocal Exchange (A) Permutation procedure to test whether the marmosets were producing the call independently of each other or were interacting. x axis, time in seconds. Each hash represents call duration and different colors correspond to different marmosets (M1–M4). (B) Probability that a call overlaps for the data (green line) and permutation test (black line). The gray area represents the 95% confidence interval for the probability of overlap for the permuted data set. (C) Schematic of the phase resetting and inhibitory hypothesis. x axis, time in seconds. Red and blue rectangles represent calls from marmoset 1 and marmoset 2, respectively. The gray and blue shaded regions represent the intervals between vocal exchanges for the resetting and inhibitory hypothesis, respectively. (D) Testing the phase resetting and inhibitory hypothesis. x axis, interval between vocal exchanges in seconds; y axis, the probability density distribution. The shaded regions represent the 95% confidence intervals. Current Biology 2013 23, 2162-2168DOI: (10.1016/j.cub.2013.09.005) Copyright © 2013 Elsevier Ltd Terms and Conditions

Figure 3 Vocal Exchanges in Marmosets Are Periodically Coupled (A) Schematic of the calculation of cross-correlation for periodically coupled calls. x axis, time in seconds. Each hash represents different calls. The red and blue colors represent marmoset 1 and marmoset 2, respectively. (B) Schematic of the calculation of cross-correlation for uncoupled calls. The legend is the same as in (A). (C) Cross-correlation plot for the experimental data. x axis, intervals in seconds; y axis, probability density value. Solid red line represents the cross-correlation values that were significant at 5% level; dotted black lines represent the cross-correlation values that were not significant. Blue lines represent ten interactions in which one marmoset was left out of the analysis. (D) Autocorrelation plot of the experimental data. The legend is the same as in (C). Current Biology 2013 23, 2162-2168DOI: (10.1016/j.cub.2013.09.005) Copyright © 2013 Elsevier Ltd Terms and Conditions

Figure 4 Entrainment of Vocal Exchanges between Marmosets (A) Schematic of the parameters to calculate the PRC. x axis, time in seconds. The red and blue hashes represent marmoset 1’s and marmoset 2’s vocalizations, respectively. (B) Possible PRC patterns. x axis, response interval (R) in seconds; y axis, PR − T0 in seconds. (C) PRC for the vocal exchange data. x axis, R in seconds; y axis, PR − T0 in seconds. The value of the median spontaneous call interval duration T0 is 12.41 s (dotted line). Only sequences of calls of type marmoset 1-marmoset 2-marmoset 1were considered (n = 134, green dots). Bias correction points are represented by purple dots. Solid red lines represent the resulting PRC estimate. Current Biology 2013 23, 2162-2168DOI: (10.1016/j.cub.2013.09.005) Copyright © 2013 Elsevier Ltd Terms and Conditions