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Zanoli A, Raimondi T, De Gregorio C, Valente D, Carugati F, Torti V, Friard O, Miaretsoa L, Giacoma C, Gamba M. "The song remains the same": not really! Vocal flexibility in the song of the indris. Anim Cogn 2023; 26:2009-2021. [PMID: 37792125 PMCID: PMC10769932 DOI: 10.1007/s10071-023-01826-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 09/14/2023] [Accepted: 09/19/2023] [Indexed: 10/05/2023]
Abstract
In studying communicative signals, we can think of flexibility as a necessary correlate of creativity. Flexibility enables animals to find practical solutions and appropriate behaviors in mutable situations. In this study, we aimed to quantify the degree of flexibility in the songs of indris (Indri indri), the only singing lemur, using three different metrics: Jaro Distance, normalized diversity, and entropy. We hypothesized that the degree and the co-variation of the flexibility of indris singing together would vary according to their status and sex. We found that dominant females were more flexible than dominant males when concatenating elements into strings (element concatenation). The number of different elements in a song contribution normalized by the contribution length (contribution diversity) of dominant individuals positively co-varied for seven duetting pairs. Non-dominant individuals were more variable in element concatenation than dominant individuals, and they were more diverse in phrase type than dominant females. Independently from sex and status, individual contributions did not differ in entropy (a measure of the predictability of contributions). These results corroborate previous findings regarding the dimorphism by sex and by status of individual contributions to songs. Thus, they shed light on the presence and expression of flexibility in the behavior of a non-human primate species. Indeed, they potentially show an effect of social features in shaping vocal flexibility, which underlies many communication systems, including human language. We speculate that this degree of flexibility may account for creativity.
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Affiliation(s)
- Anna Zanoli
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy.
| | - Teresa Raimondi
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy.
| | - Chiara De Gregorio
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Daria Valente
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
- Parco Natura Viva Garda Zoological Park, Bussolengo, Verona, Italy
| | - Filippo Carugati
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Valeria Torti
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Olivier Friard
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Longondraza Miaretsoa
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
- Groupe d'Étude et de Recherche Sur les Primates de Madagascar (GERP), Antananarivo, Madagascar
| | - Cristina Giacoma
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
| | - Marco Gamba
- Department of Life Sciences and System Biology, University of Turin, Via Accademia Albertina 13, Turin, Italy
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2
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There You Are! Automated Detection of Indris' Songs on Features Extracted from Passive Acoustic Recordings. Animals (Basel) 2023; 13:ani13020241. [PMID: 36670780 PMCID: PMC9855168 DOI: 10.3390/ani13020241] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 12/21/2022] [Accepted: 12/28/2022] [Indexed: 01/11/2023] Open
Abstract
The growing concern for the ongoing biodiversity loss drives researchers towards practical and large-scale automated systems to monitor wild animal populations. Primates, with most species threatened by extinction, face substantial risks. We focused on the vocal activity of the indri (Indri indri) recorded in Maromizaha Forest (Madagascar) from 2019 to 2021 via passive acoustics, a method increasingly used for monitoring activities in different environments. We first used indris’ songs, loud distinctive vocal sequences, to detect the species’ presence. We processed the raw data (66,443 10-min recordings) and extracted acoustic features based on the third-octave band system. We then analysed the features extracted from three datasets, divided according to sampling year, site, and recorder type, with a convolutional neural network that was able to generalise to recording sites and previously unsampled periods via data augmentation and transfer learning. For the three datasets, our network detected the song presence with high accuracy (>90%) and recall (>80%) values. Once provided the model with the time and day of recording, the high-performance values ensured that the classification process could accurately depict both daily and annual habits of indris‘ singing pattern, critical information to optimise field data collection. Overall, using this easy-to-implement species-specific detection workflow as a preprocessing method allows researchers to reduce the time dedicated to manual classification.
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3
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First evidence of contagious yawning in a wild lemur. Behav Ecol Sociobiol 2023. [DOI: 10.1007/s00265-022-03284-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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4
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Alcocer I, Lima H, Sugai LSM, Llusia D. Acoustic indices as proxies for biodiversity: a meta-analysis. Biol Rev Camb Philos Soc 2022; 97:2209-2236. [PMID: 35978471 DOI: 10.1111/brv.12890] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 07/08/2022] [Accepted: 07/08/2022] [Indexed: 01/07/2023]
Abstract
As biodiversity decreases worldwide, the development of effective techniques to track changes in ecological communities becomes an urgent challenge. Together with other emerging methods in ecology, acoustic indices are increasingly being used as novel tools for rapid biodiversity assessment. These indices are based on mathematical formulae that summarise the acoustic features of audio samples, with the aim of extracting meaningful ecological information from soundscapes. However, the application of this automated method has revealed conflicting results across the literature, with conceptual and empirical controversies regarding its primary assumption: a correlation between acoustic and biological diversity. After more than a decade of research, we still lack a statistically informed synthesis of the power of acoustic indices that elucidates whether they effectively function as proxies for biological diversity. Here, we reviewed studies testing the relationship between diversity metrics (species abundance, species richness, species diversity, abundance of sounds, and diversity of sounds) and the 11 most commonly used acoustic indices. From 34 studies, we extracted 364 effect sizes that quantified the magnitude of the direct link between acoustic and biological estimates and conducted a meta-analysis. Overall, acoustic indices had a moderate positive relationship with the diversity metrics (r = 0.33, CI [0.23, 0.43]), and showed an inconsistent performance, with highly variable effect sizes both within and among studies. Over time, studies have been increasingly disregarding the validation of the acoustic estimates and those examining this link have been progressively reporting smaller effect sizes. Some of the studied indices [acoustic entropy index (H), normalised difference soundscape index (NDSI), and acoustic complexity index (ACI)] performed better in retrieving biological information, with abundance of sounds (number of sounds from identified or unidentified species) being the best estimated diversity facet of local communities. We found no effect of the type of monitored environment (terrestrial versus aquatic) and the procedure for extracting biological information (acoustic versus non-acoustic) on the performance of acoustic indices, suggesting certain potential to generalise their application across research contexts. We also identified common statistical issues and knowledge gaps that remain to be addressed in future research, such as a high rate of pseudoreplication and multiple unexplored combinations of metrics, taxa, and regions. Our findings confirm the limitations of acoustic indices to efficiently quantify alpha biodiversity and highlight that caution is necessary when using them as surrogates of diversity metrics, especially if employed as single predictors. Although these tools are able partially to capture changes in diversity metrics, endorsing to some extent the rationale behind acoustic indices and suggesting them as promising bases for future developments, they are far from being direct proxies for biodiversity. To guide more efficient use and future research, we review their principal theoretical and practical shortcomings, as well as prospects and challenges of acoustic indices in biodiversity assessment. Altogether, we provide the first comprehensive and statistically based overview on the relation between acoustic indices and biodiversity and pave the way for a more standardised and informed application for biodiversity monitoring.
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Affiliation(s)
- Irene Alcocer
- Terrestrial Ecology Group, Departamento de Ecología, Universidad Autónoma de Madrid, C/ Darwin, 2, Ciudad Universitaria de Cantoblanco, Facultad de Ciencias, Edificio de Biología, 28049, Madrid, Spain.,Centro de Investigación en Biodiversidad y Cambio Global, Universidad Autónoma de Madrid, C/ Darwin 2, Ciudad Universitaria de Cantoblanco, 28049, Madrid, Spain
| | - Herlander Lima
- Department of Life Sciences, GloCEE Global Change Ecology and Evolution Research Group, University of Alcalá, Alcalá de Henares, 28805, Madrid, Spain
| | - Larissa Sayuri Moreira Sugai
- Terrestrial Ecology Group, Departamento de Ecología, Universidad Autónoma de Madrid, C/ Darwin, 2, Ciudad Universitaria de Cantoblanco, Facultad de Ciencias, Edificio de Biología, 28049, Madrid, Spain.,Centro de Investigación en Biodiversidad y Cambio Global, Universidad Autónoma de Madrid, C/ Darwin 2, Ciudad Universitaria de Cantoblanco, 28049, Madrid, Spain.,K. Lisa Yang Center for Conservation Bioacoustics, Cornell Lab of Ornithology, Cornell University, 159 Sapsucker Woods Road, Ithaca, NY, 14850, USA
| | - Diego Llusia
- Terrestrial Ecology Group, Departamento de Ecología, Universidad Autónoma de Madrid, C/ Darwin, 2, Ciudad Universitaria de Cantoblanco, Facultad de Ciencias, Edificio de Biología, 28049, Madrid, Spain.,Centro de Investigación en Biodiversidad y Cambio Global, Universidad Autónoma de Madrid, C/ Darwin 2, Ciudad Universitaria de Cantoblanco, 28049, Madrid, Spain.,Laboratório de Herpetologia e Comportamento Animal, Departamento de Ecologia, Instituto de Ciências Biológicas, Universidade Federal de Goiás, Campus Samambaia, CEP 74001-970, Goiânia, Goiás, Brazil
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5
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De Gregorio C, Zanoli A, Carugati F, Raimondi T, Valente D, Torti V, Miaretsoa L, Rajaonson A, Gamba M, Giacoma C. Parent-offspring turn-taking dynamics influence parents’ song structure and elaboration in a singing primate. Front Ecol Evol 2022. [DOI: 10.3389/fevo.2022.906322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Parent-offspring interactions are essential to interpret animal social evolution and behavior, but their role in mediating acoustic communication in animals that interact vocally is still unclear. Increasing evidence shows that primate vocal communication is way more flexible than previously assumed, and research on this topic can provide further information on how the social environment shaped vocal plasticity during the evolution of the Primate order. Indris communicate through elaborated vocal emissions, usually termed songs. Songs are interactive vocal displays in which all members of the family group alternate their emissions, taking turns during chorusing events. We aimed to understand whether specific rules regulate the turn-taking of different group members and investigate the flexibility of indris’ vocal behavior when co-singing with their offspring. We found that social factors can influence the turn-taking organization in a chorus, as offspring were more likely to drop out from the parents’ duet than join in, and we speculate that overlap might signal competition by members of the same-sex. The duet between the reproductive pair was the most common type of singing organization, followed by a duet between mothers and sons and the triadic interaction between mother, father, and son. Interestingly, parents’ solo singing seems to stimulate offspring to vocalize, and we also found that mothers and fathers simplify, at least in part, song elaboration when chorusing with offspring. Our results indicate that indris can perform short-time adjustments to the number of co-emitters and their identity: our approach is advantageous in highlighting the multilevel influences on primate vocal flexibility. Moreover, it provides evidence that some aspects of our vocal plasticity were already present in the lemur lineage.
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6
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Clark FE, Dunn JC. From Soundwave to Soundscape: A Guide to Acoustic Research in Captive Animal Environments. Front Vet Sci 2022; 9:889117. [PMID: 35782565 PMCID: PMC9244380 DOI: 10.3389/fvets.2022.889117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/23/2022] [Indexed: 11/17/2022] Open
Abstract
Sound is a complex feature of all environments, but captive animals' soundscapes (acoustic scenes) have been studied far less than those of wild animals. Furthermore, research across farms, laboratories, pet shelters, and zoos tends to focus on just one aspect of environmental sound measurement: its pressure level or intensity (in decibels). We review the state of the art of captive animal acoustic research and contrast this to the wild, highlighting new opportunities for the former to learn from the latter. We begin with a primer on sound, aimed at captive researchers and animal caregivers with an interest (rather than specific expertise) in acoustics. Then, we summarize animal acoustic research broadly split into measuring sound from animals, or their environment. We guide readers from soundwave to soundscape and through the burgeoning field of conservation technology, which offers new methods to capture multiple features of complex, gestalt soundscapes. Our review ends with suggestions for future research, and a practical guide to sound measurement in captive environments.
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Affiliation(s)
- Fay E. Clark
- Behavioural Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Cambridge, United Kingdom
- School of Psychological Science, Faculty of Life Sciences, University of Bristol, Bristol, United Kingdom
- *Correspondence: Fay E. Clark
| | - Jacob C. Dunn
- Behavioural Ecology Research Group, School of Life Sciences, Anglia Ruskin University, Cambridge, United Kingdom
- Biological Anthropology, Department of Archaeology, University of Cambridge, Cambridge, United Kingdom
- Department of Cognitive Biology, University of Vienna, Vienna, Austria
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7
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Valente D, Miaretsoa L, Anania A, Costa F, Mascaro A, Raimondi T, De Gregorio C, Torti V, Friard O, Ratsimbazafy J, Giacoma C, Gamba M. Comparative Analysis of the Vocal Repertoires of the Indri (Indri indri) and the Diademed Sifaka (Propithecus diadema). INT J PRIMATOL 2022. [DOI: 10.1007/s10764-022-00287-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
AbstractStrepsirrhine vocalisations are extraordinarily diverse and cross-species comparisons are needed to explore how this variability evolved. We contributed to the investigation of primate acoustic diversity by comparing the vocal repertoire of two sympatric lemur species, Propithecus diadema and Indri indri. These diurnal species belong to the same taxonomic family and have similar activity patterns but different social structures. These features make them excellent candidates for an investigation of the phylogenetic, environmental, and social influence on primate vocal behavior. We recorded 3 P. diadema groups in 2014 and 2016. From 1,872 recordings we selected and assigned 3814 calls to 9 a priori call types, on the basis of their acoustic structure. We implemented a reproducible technique performing an acoustic feature extraction relying on frequency bins, t-SNE data reduction, and a hard-clustering analysis. We first quantified the vocal repertoire of P. diadema, finding consistent results for the 9 putatively identified call types. When comparing this repertoire with a previously published repertoire of I. indri, we found highly species-specific repertoires, with only 2% of the calls misclassified by species identity. The loud calls of the two species were very distinct, while the low-frequency calls were more similar. Our results pinpoint the role of phylogenetic history, social and environmental features on the evolution of communicative systems and contribute to a deeper understanding of the evolutionary roots of primate vocal differentiation. We conclude by arguing that standardized and reproducible techniques, like the one we employed, allow robust comparisons and should be prioritized in the future.
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8
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Spezie G, Torti V, Bonadonna G, De Gregorio C, Valente D, Giacoma C, Gamba M. Evidence for acoustic discrimination in lemurs: a playback study on wild indris (Indri indri). Curr Zool 2022; 69:41-49. [PMID: 36974154 PMCID: PMC10039182 DOI: 10.1093/cz/zoac009] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/09/2022] [Indexed: 11/12/2022] Open
Abstract
Abstract
Indris (Indri indri) are group-living lemurs which occupy stable territories over several years and perform remarkable long-distance vocal displays. Vocal exchanges between long-term territory neighbours may contribute to assessing reciprocal resource holding potentials, thus adaptively reducing the costs of territorial defence by limiting aggressive escalation. Previous work showed that indris' songs show distinctive acoustic features at individual and group level. However, the possibility that indris use such cues for individual or group-level recognition has never been investigated experimentally. We conducted a playback experiment to test whether indris discriminate between familiar and non-familiar songs. Our rationale lies in the hypothesis of the dear enemy phenomenon, which predicts that territorial animals will show reduced aggression levels towards familiar neighbours compared to novel rivals. We played back stimulus recordings to wild indris from their territory boundaries and examined their responses in terms of vocal and behavioural indicators of willingness to engage in a fight. In line with our predictions, focal animals responded more rapidly and approached more often the speaker in response to playback stimuli of non-familiar individuals than to stimuli of neighbouring groups. These results indicate that indris can discriminate between different classes of intruders based on distinctive acoustic features of their song choruses. We suggest that increased aggression directed towards unfamiliar intruders may be explained by higher threat levels associated with dispersal and group formation dynamics. We further discuss the relevance of these findings in a strepsirrhine primate model for comparative studies of vocal communication and sociality.
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Affiliation(s)
- Giovanni Spezie
- Konrad Lorenz Institute of Ethology, University of Veterinary Medicine, Vienna, Austria
| | - Valeria Torti
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
| | - Giovanna Bonadonna
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
| | - Chiara De Gregorio
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
| | - Daria Valente
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
| | - Cristina Giacoma
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
| | - Marco Gamba
- Department of Life Sciences and Systems Biology, School of Nature Sciences, University of Turin, Turin, Italy
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9
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Clink DJ, Lau AR, Kanthaswamy S, Johnson LM, Bales KL. Moderate evidence for heritability in the duet contributions of a South American primate. J Evol Biol 2022; 35:51-63. [PMID: 34822207 PMCID: PMC9514391 DOI: 10.1111/jeb.13962] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 10/24/2021] [Accepted: 11/09/2021] [Indexed: 01/03/2023]
Abstract
Acoustic signals are ubiquitous across mammalian taxa. They serve a myriad of functions related to the formation and maintenance of social bonds and can provide conspecifics information about caller condition, motivation and identity. Disentangling the relative importance of evolutionary mechanisms that shape vocal variation is difficult, and little is known about heritability of mammalian vocalizations. Duetting--coordinated vocalizations within male and female pairs--arose independently at least four times across the Primate Order. Primate duets contain individual- or pair-level signatures, but the mechanisms that shape this variation remain unclear. Here, we test for evidence of heritability in two call types (pulses and chirps) from the duets of captive coppery titi monkeys (Plecturocebus cupreus). We extracted four features--note rate, duration, minimum and maximum fundamental frequency--from spectrograms of pulses and chirps, and estimated heritability of the features. We also tested whether features varied with sex or body weight. We found evidence for moderate heritability in one of the features examined (chirp note rate), whereas inter-individual variance was the most important source of variance for the rest of the features. We did not find evidence for sex differences in any of the features, but we did find that body weight and fundamental frequency of chirp elements covaried. Kin recognition has been invoked as a possible explanation for heritability or kin signatures in mammalian vocalizations. Although the function of primate duets remains a topic of debate, the presence of moderate heritability in titi monkey chirp elements indicates duets may serve a kin recognition function.
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Affiliation(s)
- Dena J. Clink
- K. Lisa Yang Center for Conservation Bioacoustics, Cornell Lab of Ornithology, Cornell University, Ithaca, NY, 14850
| | - Allison R. Lau
- Animal Behavior Graduate Group, University of California, Davis, Davis, CA, 95616,California National Primate Research Center, University of California, Davis, Davis, CA, 95616
| | - Sreetharan Kanthaswamy
- School of Mathematics and Natural Sciences, Arizona State University (ASU) at the West Campus, Glendale, AZ, USA,California National Primate Research Center, University of California, One Shields Ave, Davis, CA 95616, USA
| | - Lynn M. Johnson
- Cornell Statistical Consulting Unit, Cornell University, Ithaca, NY, USA
| | - Karen L. Bales
- Animal Behavior Graduate Group, University of California, Davis, Davis, CA, 95616,California National Primate Research Center, University of California, Davis, Davis, CA, 95616,Department of Psychology, University of California, Davis, One Shields Avenue, Davis, CA, 95616, USA,Department of Neurobiology, Physiology, and Behavior, University of California, Davis, CA, 95616, USA
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10
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Linguistic laws of brevity: conformity in Indri indri. Anim Cogn 2021; 24:897-906. [PMID: 33683508 DOI: 10.1007/s10071-021-01495-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 01/23/2021] [Accepted: 02/19/2021] [Indexed: 02/03/2023]
Abstract
Vocal and gestural sequences of several primates have been found to conform to two general principles of information compression: the compensation between the duration of a construct and that of its components (Menzerath-Altmann law) and an inverse relationship between signal duration and its occurrence (Zipf's law of abbreviation). Even though Zipf's law of brevity has been proposed as a universal in animal communication, evidence on non-human primate vocal behavior conformity to linguistic laws is still debated, and information on strepsirrhine primates is lacking. We analyzed the vocal behavior of the unique singing lemur species (Indri indri) to assess whether the song of the species shows evidence for compression. As roars have a chaotic structure that impedes the recognition of each individual utterance, and long notes are usually given by males, we focused on the core part of the song (i.e., the descending phrases, composed of two-six units). Our results indicate that indris' songs conform to Zipf's and Menzerath-Altmann linguistic laws. Indeed, shorter phrases are more likely to be included in the song, and units' duration decrease at the increase of the size of the phrases. We also found that, despite a sexual dimorphism in the duration of both units and phrases, these laws characterize sequences of both males and females. Overall, we provide the first evidence for a trade-off between signal duration and occurrence in the vocal behavior of a strepsirrhine species, suggesting that selective pressures for vocal compression are more ancestral than previously assumed within primates.
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11
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Clink DJ, Tasirin JS, Klinck H. Vocal individuality and rhythm in male and female duet contributions of a nonhuman primate. Curr Zool 2020; 66:173-186. [PMID: 32440276 PMCID: PMC7233616 DOI: 10.1093/cz/zoz035] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Accepted: 06/13/2019] [Indexed: 12/02/2022] Open
Abstract
Duetting, or the stereotypical, repeated and often coordinated vocalizations between 2 individuals arose independently multiple times in the Order Primates. Across primate species, there exists substantial variation in terms of timing, degree of overlap, and sex-specificity of duet contributions. There is increasing evidence that primates can modify the timing of their duet contributions relative to their partner, and this vocal flexibility may have been an important precursor to the evolution of human language. Here, we present the results of a fine-scale analysis of Gursky's spectral tarsier Tarsius spectrumgurskyae duet phrases recorded in North Sulawesi, Indonesia. Specifically, we aimed to investigate individual-level variation in the female and male contributions to the duet, quantify individual- and pair-level differences in duet timing, and measure temporal precision of duetting individuals relative to their partner. We were able to classify female duet phrases to the correct individual with an 80% accuracy using support vector machines, whereas our classification accuracy for males was lower at 64%. Females were more variable than males in terms of timing between notes. All tarsier phrases exhibited some degree of overlap between callers, and tarsiers exhibited high temporal precision in their note output relative to their partners. We provide evidence that duetting tarsier individuals can modify their note output relative to their duetting partner, and these results support the idea that flexibility in vocal exchanges-a precursor to human language-evolved early in the primate lineage and long before the emergence of modern humans.
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Affiliation(s)
- Dena J Clink
- Bioacoustics Research Program, Cornell Lab of Ornithology, Cornell University, Ithaca, NY, 14850, USA
| | - Johny S Tasirin
- Faculty of Agriculture, Sam Ratulangi University, Manado, Indonesia
| | - Holger Klinck
- Bioacoustics Research Program, Cornell Lab of Ornithology, Cornell University, Ithaca, NY, 14850, USA
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12
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Bonadonna G, Zaccagno M, Torti V, Valente D, De Gregorio C, Randrianarison RM, Tan C, Gamba M, Giacoma C. Intra- and Intergroup Spatial Dynamics of a Pair-Living Singing Primate, Indri indri: A Multiannual Study of Three Indri Groups in Maromizaha Forest, Madagascar. INT J PRIMATOL 2020. [DOI: 10.1007/s10764-019-00127-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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13
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Mcloughlin MP, Stewart R, McElligott AG. Automated bioacoustics: methods in ecology and conservation and their potential for animal welfare monitoring. J R Soc Interface 2019; 16:20190225. [PMID: 31213168 PMCID: PMC6597774 DOI: 10.1098/rsif.2019.0225] [Citation(s) in RCA: 42] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 05/16/2019] [Indexed: 11/12/2022] Open
Abstract
Vocalizations carry emotional, physiological and individual information. This suggests that they may serve as potentially useful indicators for inferring animal welfare. At the same time, automated methods for analysing and classifying sound have developed rapidly, particularly in the fields of ecology, conservation and sound scene classification. These methods are already used to automatically classify animal vocalizations, for example, in identifying animal species and estimating numbers of individuals. Despite this potential, they have not yet found widespread application in animal welfare monitoring. In this review, we first discuss current trends in sound analysis for ecology, conservation and sound classification. Following this, we detail the vocalizations produced by three of the most important farm livestock species: chickens ( Gallus gallus domesticus), pigs ( Sus scrofa domesticus) and cattle ( Bos taurus). Finally, we describe how these methods can be applied to monitor animal welfare with new potential for developing automated methods for large-scale farming.
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Affiliation(s)
- Michael P. Mcloughlin
- Centre for Digital Music, School of Electronic Engineering and Computer Science, Queen Mary University of London, Mile End Campus, London, UK
| | - Rebecca Stewart
- Centre for Digital Music, School of Electronic Engineering and Computer Science, Queen Mary University of London, Mile End Campus, London, UK
| | - Alan G. McElligott
- Centre for Research in Ecology, Evolution and Behaviour, Department of Life Sciences, University of Roehampton, London, UK
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14
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De Gregorio C, Zanoli A, Valente D, Torti V, Bonadonna G, Randrianarison RM, Giacoma C, Gamba M. Female indris determine the rhythmic structure of the song and sustain a higher cost when the chorus size increases. Curr Zool 2018; 65:89-97. [PMID: 30697244 PMCID: PMC6347063 DOI: 10.1093/cz/zoy058] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2018] [Accepted: 07/03/2018] [Indexed: 11/20/2022] Open
Abstract
Among the behavioral traits shared by some nonhuman primate species and humans there is singing. Unfortunately, our understanding of animals’ rhythmic abilities is still in its infancy. Indris are the only lemurs who sing and live in monogamous pairs, usually forming a group with their offspring. All adult members of a group usually participate in choruses that are emitted regularly and play a role in advertising territorial occupancy and intergroup spacing. Males and females emit phrases that have similar frequency ranges but may differ in their temporal structure. We examined whether the individuals’ contribution to the song may change according to chorus size, the total duration of the song or the duration of the individual contribution using the inter-onset intervals within a phrase and between phrases. We found that the rhythmic structure of indri’s songs depends on factors that are different for males and females. We showed that females have significantly higher variation in the rhythm of their contribution to the song and that, changes according to chorus size. Our findings indicate that female indris sustain a higher cost of singing than males when the number of singers increases. These results suggest that cross-species investigations will be crucial to understanding the evolutionary frame in which such sexually dimorphic traits occurred.
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Affiliation(s)
- Chiara De Gregorio
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
| | - Anna Zanoli
- Dipartimento di Scienze Chimiche, della Vita e della Sostenibilità Ambientale, Università di Parma, Parma, Italia
| | - Daria Valente
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
| | - Valeria Torti
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
| | - Giovanna Bonadonna
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
| | - Rose Marie Randrianarison
- Group d'Etude et de Recherche sur les Primates de Madagascar (GERP), Antananarivo, Madagascar.,Département de Anthropobiologie et Développement Durable, Université d'Antananarivo, Faculté des Sciences, Antananarivo, Madagascar
| | - Cristina Giacoma
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
| | - Marco Gamba
- Dipartimento di Scienze della Vita e Biologia dei Sistemi, Università di Torino, via Accademia Albertina, Torino, Italia
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