Analyze Diet

Topic:Equids

Equids are members of the family Equidae, which includes modern horses, donkeys, and zebras, as well as extinct species. Equids are characterized by their long limbs, single-toed hooves, and herbivorous diet, which is primarily composed of grasses. Horses, specifically, have been domesticated for thousands of years and have played significant roles in agriculture, transportation, and sport. This page compiles peer-reviewed research studies and scholarly articles that explore various aspects of equids and horses, including their evolution, physiology, behavior, and interactions with humans. The collected works provide insights into the genetic diversity, adaptive traits, and conservation efforts related to equid species.
Inter-individual variability in equine antibody responses to African snake venoms follows heavy-tailed distributions with implications for antivenom production.
Toxicon : official journal of the International Society on Toxinology    May 6, 2026   109145 doi: 10.1016/j.toxicon.2026.109145
Sánchez A, Sánchez P, Sánchez A, Durán G, Solano G, Villalta M, Gómez A, Gutiérrez JM, León G.Variability in the antibody response of horses used for snake antivenom manufacture is well recognized, yet its statistical structure and implications for industrial productivity remain poorly characterized. In this study, we quantified antivenom antibody titers by ELISA in a cohort of 14 horses immunized with venoms from the clinically most important snakes in sub-Saharan Africa. To integrate antibody levels with plasma availability, we calculated the Cumulative Plasma Productivity (CPP) by converting individual plasma volumes into titer-corrected equivalents and sequentially pooling these vo...
Telomere-to-telomere Genome Assembly of Equus kiang (Tibetan wild donkey).
Scientific data    May 6, 2026   doi: 10.1038/s41597-026-07355-4
Zheng Y, Hu Y, Suo J, Wang W, Wang Y, Cao L, Sun P, Zhang M, Zhao M, Yang W, Li X, Jiang B, Bu X, Du X, Zhang Q.The Tibetan wild donkey (Equus kiang) is an endemic equid species inhabiting the Qinghai-Tibet Plateau, exhibiting remarkable chromosomal diversity within the Equus genus. Here we present a chromosome-level, telomere-to-telomere genome assembly for E. kiang generated using Illumina short reads, PacBio HiFi long reads, and Hi-C sequencing data. The final assembly spans 4.02 Gb and comprises 27 pseudochromosomes. Specifically, 8 chromosomes are gapless, 8 chromosomes have one gap, 7 chromosomes have 2-4 gaps, and the remaining 4 chromosomes have five or more gaps. Benchmarking Universal Single...
Use of Vernier caliper to measure diameter and anastomotic index of end-to-end jejunojejunostomy in horses.
Veterinary surgery : VS    May 4, 2026   doi: 10.1111/vsu.70112
Freeman DE.No abstract available
Quantitative evaluation of behavioral and physiological adaptation during retraining of retired Thoroughbred racehorses.
Journal of equine veterinary science    May 4, 2026   Volume 163 105920 doi: 10.1016/j.jevs.2026.105920
An SJ, Lee JH, Lee HY, Kim BS, Forbes E, Ryu SH.Retired Thoroughbred racehorses commonly transition into riding roles, yet outward behavioral calmness may not fully reflect internal physiological regulation, with implications for safety. Objective: To quantify behavioral and autonomic adaptation across repeated startle exposures and assess concordance between behavioral and physiological indicators. Methods: Twelve retired Thoroughbreds underwent standardized plastic-bag startle trials conducted across three sessions (T1-T3), each including pre-training (Before) and post-training (After) phases, with three repeated exposures at 5-minute int...
Global prevalence and epidemiological determinants of African horse sickness: A systematic review and meta-analysis.
Veterinary journal (London, England : 1997)    May 4, 2026   106698 doi: 10.1016/j.tvjl.2026.106698
Purnama MTE, Firdausy LW, Fikri F, Wicaksono AP, Maslamama ST, Wardhani LDK.African horse sickness (AHS) is a highly fatal, vector-borne viral disease of equids with substantial economic and animal health impacts, particularly in endemic regions. Despite numerous epidemiological studies, reported prevalence estimates remain highly variable, and a comprehensive quantitative synthesis is lacking. This study aimed to systematically evaluate and synthesize the global prevalence of AHS and to identify sources of epidemiological heterogeneity. A systematic review and meta-analysis were conducted following PRISMA 2020 guidelines, with the protocol registered in the Open Scie...
Feasibility study of microbubble enhanced echocardiography in normal horses.
Scientific reports    May 2, 2026   doi: 10.1038/s41598-026-38819-7
Favero ML, Canola PA, de Sá JM.Intrapulmonary shunting, a contributor to hypoxemia in both anesthetized and spontaneously breathing horses, may occur in association with pulmonary disease, general inhalation anesthesia, or systemic inflammation. In human medicine, transthoracic microbubble-enhanced echocardiography is a widely used method to detect intrapulmonary right-to-left shunting, especially in hepatopulmonary syndrome. This study aimed to adapt and evaluate the feasibility of this technique in horses, laying the groundwork for future clinical applications. Twelve healthy horses underwent two treatments: (1) infusion ...
The effect of form on equine salt intake.
Journal of equine veterinary science    May 2, 2026   105923 doi: 10.1016/j.jevs.2026.105923
Murphy B, Catalano DN.Sodium and chloride are required nutrients and are typically met using sodium chloride (salt) via compressed blocks. The objective of this study was to compare salt intake using block or loose salt. Sixteen mature horses were blocked by housing style and assigned to block salt or loose salt (form) for four 7-day periods. Salt intake was measured by weight at the end of each period and was not affected by form (P = 0.070) or period (P = 0.902). There was an effect of horse (P < 0.001). Horses consumed between 2 and 135 g of salt daily, however; over half of the horses in the study di...
Accuracy of large language model-based artificial intelligence tools for equine topics.
Journal of equine veterinary science    May 1, 2026   105924 doi: 10.1016/j.jevs.2026.105924
Aldworth-Yang S, Coleman SJ, O'Reilly K, Catalano DN.Artificial intelligence (AI) platforms are becoming increasingly popular as resources for equine information. However, these platforms generate responses from a wide range of sources and do not always distinguish between fact and opinion. Objective: The objective of this study was to assess the accuracy and quality of AI-generated answers to equine-related questions. Researchers hypothesized that AI platforms could answer basic equine questions effectively but would perform poorly on complex topics or questions. Methods: Forty questions were written covering general horse care, facilities mana...
Influence of Housing and Fecal Egg Count on Cytokine Profiles (IL-4 and IL-13) in Equines.
Journal of equine veterinary science    May 1, 2026   105922 doi: 10.1016/j.jevs.2026.105922
Yalavarthi G, Sabbinen H, Kosuri P, Amalaradjou M, Govoni K, Nadeau J.Strongyles are parasitic roundworms that cause significant gastrointestinal infections in equines, primarily through contact with infected soil. Worldwide, strongylosis affects nearly 90% of horse populations. Objective: The objectives of our study were to determine if there was a relationship between fecal egg count (FEC) and housing types on interleukin IL-4 and IL-13. Methods: Horses (N=25) were separated into two groups based on housing conditions: pasture (housed on pasture 24/7; PS, N=13) and semi-intensive (housed in stalls with turnout overnight; SI, N=12). Within each housing group, t...
Nano-Encapsulated Vitamin E Enhances Cryo-Resistance of Stallion Spermatozoa: A Comprehensive Evaluation of Sperm Quality, Kinematic Parameters, Antioxidant Capacity, Microbiota and Ultrastructure.
Reproduction in domestic animals = Zuchthygiene    April 30, 2026   Volume 61, Issue 5 e70213 doi: 10.1111/rda.70213
Khalil WA, Mostafa HE, Derbala MK, Hassan MAE, Abdelnour SA, El-Harairy MA.This experiment explores the comparative ability of vitamin E (VE) and its nano-emulsion (VEN) in enhancing cryo-resistance of stallion spermatozoa by examining semen quality, kinematic variables, acrosome integrity, apoptosis, antioxidant capacity, ultra-structural alterations and microbiota of cryopreserved stallion sperm. Semen from five stallions (8-10 years) was cryopreserved with 0.1 or 1 mM of VE or VEN; and a non-additive group served as the control. The VEN particles ranged in size from 72 to 172 nm, with a mean diameter of 287 nm. Supplementation with VE (1 mM) or VEN (0.1 ...
miRNA Sequencing and Differential Analysis of Testis in 1-Year-Old and 2-Year-Old Kazakh Horses.
Biology    April 30, 2026   Volume 15, Issue 9 715 doi: 10.3390/biology15090715
Zhou Y, Wen L, Ren W, Wen M, Ming M, Wang J, Meng J, Yao X, Zeng Y.The represents a significant genetic resource within China's population, characterized by notable resilience and an ability to thrive on coarse forage. Nevertheless, a decline in its numbers has been observed recently, making the improvement of its reproductive performance crucial for the preservation of this breed and the advancement of the related industry. In this study, testicular tissues from 1-year-old (pre-pubertal) and 2-year-old (post-pubertal) were analyzed. miRNA sequencing was conducted on tissues from these age groups, followed by bioinformatics analyses to elucidate the functi...
In vitro cultivation of Trypanosoma equiperdum: Comparison of in vitro and in vivo antigens for an ethical and sustainable serological diagnosis of Dourine.
Veterinary parasitology    April 30, 2026   Volume 345 110790 doi: 10.1016/j.vetpar.2026.110790
Armillotta G, Capista S, Rodomonti D, Traini S, Testa L, Serroni A, Laguardia C, Palucci C, Di Pancrazio C, Di Febo T, Puglielli O, Ronchi GF....The protozoan Trypanosoma equiperdum is the causative agent of Dourine, a contagious sexually transmitted disease of equines that can manifest itself in chronic or acute form. Dourine has serious veterinary and economic implications, as there are no vaccines available for prevention and the management of the disease requires the culling of infected animals, together with rigorous sanitary control measures. This study compares the traditional production of T. equiperdum antigen grown in vivo, with an in vitro cultivation methodology developed to eliminate the use of animals. The in vitro and in...
Machine Learning-Based Genome-Wide Association Study Reveals Genetic Loci Associated with Body Measurement Traits in Yili Horses.
Animals : an open access journal from MDPI    April 29, 2026   Volume 16, Issue 9 1373 doi: 10.3390/ani16091373
Shen Z, Yang L, Xue Y, Chang X, Shen J, Sun W, Zeng Y, Meng J, Yao X.Body measurement traits are key indicators for evaluating growth performance, production potential, and breeding value in Yili horses. However, studies investigating the association between body measurement traits and mutation loci in Yili horses remain limited. In this study, 255 adult Yili mares were used as the study population, including 152 speed-type and 103 meat-type individuals. Whole-genome resequencing was performed, and four phenotypic traits and body weight were measured. A mixed linear model (MLM)-based genome-wide association study (GWAS) was conducted using GEMMA (v 0.98.5), inc...
Measuring Chuckwagon Racehorse Movement Asymmetry Before and After Racing Using Wearable GNSS-IMUs: A Preliminary Study.
Animals : an open access journal from MDPI    April 29, 2026   Volume 16, Issue 9 1361 doi: 10.3390/ani16091361
Eamon CM, van den Broek M, Garcia-Alamo K, De Bruyne C, Davis BL, Fallscheer M, Frostad S, Pajor E, Skotarek Loch S, Weller R, Chan ZYS, Pfau T.In Chuckwagon racing, teams of four Thoroughbred horses pull wagons at high speeds. Movement symmetry is a key locomotion metric linked to force production, racing direction, and lameness. Racehorse symmetry in trot during on-track warmups and cooldowns was assessed. Over 10 days, 60 horses (average 8 per day) were fitted with Global Navigation Satellite Systems combined with Inertial Measurement Unit (GNSS-IMU) sensors. Weight-bearing asymmetry was quantified using the minimum difference (MnD) in vertical trunk displacement between diagonal limb pairs, and push-off asymmetry was quantified us...
Monitoring horse behaviour with deep learning models.
The veterinary quarterly    April 28, 2026   Volume 46, Issue 1 2665442 doi: 10.1080/01652176.2026.2665442
Giannone C, Maccario C, Dalla Costa E, Atallah E, Bovo M.Detailed analysis of stabled horse behaviour can reveal accurate information about its well-being. Advances in deep learning now allow these behaviours to be tracked without being invasive through the use of video data. This study evaluated a convolutional neural network for recognising standing, lying, and drinking behaviours in a horse housed in a wooden stall and recorded continuously over 29 consecutive days. Model predictions were compared with manually annotated ground truth data. Standing was detected with high precision (97.5%) and high recall (89.2%). Lying behaviour was classified wi...
Pasture Intake of Whole-Day Stocked Thoroughbred Foals With Growth.
Animal science journal = Nihon chikusan Gakkaiho    April 28, 2026   Volume 97, Issue 1 e70168 doi: 10.1111/asj.70168
Tanabe T, Matsui A, Tominari M, Ueda K, Mitani T, Kawai M.We investigated the changes in the forage and nutrient intake of thoroughbred foals on pastures with whole-day stocking with age. Twelve thoroughbred foals were used and were allowed to graze on a pasture for 21 h/day from June to September. All foals were weaned just before 5 months of age. The pasture intake of the foals was measured using the double-indicator method. During the suckling period, the total voluntary dry matter intake (VDMI) of the pasture for foals was higher at 4 months (2.1 kgDM/day) than at 2 months (1.3 kgDM/day). However, VDMI of pastures per body weight (%BW) for foal...
Is managing horses ‘as wild’ beneficial for dung beetle assemblages and their associated ecological functions?
Journal of environmental management    April 28, 2026   Volume 406 129756 doi: 10.1016/j.jenvman.2026.129756
Mutillod C, Perrin W, Buisson É, Tatin L, Mesléard F, Jay-Robert P, Dutoit T.In Europe, where livestock has largely replaced wild ungulates over the centuries, dung beetle assemblages have become largely dependent on livestock farming. The radical changes in livestock farming practices during the 20th century have therefore had a profound impact on these assemblages. Trophic rewilding with large herbivores is an important focus in European rewilding projects, and dung beetle assemblages appear to be good indicators of the success of rewilding. By comparing the composition of dung beetle assemblages and the rate of dung disappearance in three neighboring grassland habit...
Additional Evidence Fails to Associate Variation in KCNE4 With Equine Anhidrosis.
Animal genetics    April 27, 2026   Volume 57, Issue 3 e70109 doi: 10.1002/age.70109
Petersen JL, Finno CJ.A prior genome-wide association (GWA; N = 200) including Thoroughbreds and stock horses implicated chromosome 6 (NC_009149.3) in owner-reported equine anhidrosis. A missense variant in KCNE4 (NC_009149.3:g.11813731A>G) was proposed as a risk allele, although its association with anhidrosis was not reported. Variant annotation and protein modelling in the original study suggested the G allele conferred risk. We reported no association of the G allele with anhidrosis in 50 horses phenotyped by an intradermal terbutaline sweat test (ITST); all horses produced sweat regardless of genotype. ...
Membrane and mitochondrial antioxidants improve post-thaw functional quality of stallion spermatozoa.
Animal reproduction science    April 27, 2026   Volume 291 108226 doi: 10.1016/j.anireprosci.2026.108226
Kuželová L, Svoradová A, Vašíček J, Dujíčková L, Vozaf J, Berčík J, Halo M, Halo M, Šmondrková M, Chrenek P.Cryopreservation of stallion semen induces oxidative stress that compromises sperm motility, membrane integrity, and mitochondrial function. Given the high mitochondrial reliance of equine spermatozoa and their susceptibility to oxidative damage, compartment-specific antioxidant strategies may improve post-thaw functional resilience. This study evaluated the effects of astaxanthin, a membrane-active carotenoid, and MitoTEMPO, a mitochondria-targeted superoxide scavenger, on the functional and oxidative status of frozen-thawed stallion spermatozoa. Ejaculates from nine stallions were cryopreser...
Piezosurgical partial ostectomy of the incisive bone for an ossifying fibroma removal in a 4-year-old Warmblood gelding.
Equine veterinary journal    April 26, 2026   doi: 10.1002/evj.70178
Forni G, Falomo ME, Casalini I, Isola M.Ossifying fibromas are uncommon in horses and complete surgical excision with premaxillectomy, maxillectomy or mandibulectomy is recommended. Piezosurgery has been previously used in equines only in one study. Objective: To report a case of ossifying fibroma treated with piezosurgery and to describe its follow-up. Methods: Clinical case report. Methods: A 4-year-old Zangersheide gelding was presented for a mass occupying the space of tooth 202. Histology confirmed the diagnosis of ossifying fibroma, which was removed by resection of soft tissues and a slice of the premaxilla with a piezotome. ...
Ertugliflozin decreases the insulin spike in non-insulin dysregulated standardbred horses following intra-articular triamcinolone administration.
Domestic animal endocrinology    April 26, 2026   Volume 96 107016 doi: 10.1016/j.domaniend.2026.107016
Darch C, Hyndman TH, Byrne D, Rendle DI, Fraser B.Horses with equine metabolic syndrome (EMS) are at an increased risk of laminitis following corticosteroid use. Ertugliflozin reduces hyperinsulinemia in horses with EMS, and therefore may be a management option to reduce the insulin spike seen post corticosteroid use. It was hypothesised that oral ertugliflozin, administered before and after intra-articular (IA) triamcinolone acetonide (TA), will significantly lower the insulin response in comparison to placebo. A randomised, blinded, placebo-controlled, crossover design was performed on eight adult standardbred geldings with no history of la...
Assessment of acute and chronic pain in working horses and donkeys in Egypt and the influence of observer training.
Journal of equine veterinary science    April 24, 2026   105915 doi: 10.1016/j.jevs.2026.105915
Lap A, Gudden DDM, Lashley MJJO, van Loon JPAM, Naoum E.Pain assessment can support monitoring welfare in working equids. Objective: To assess agreement of structured pain scores before and after training observers and to assess differences in pain scores between working equids with or without acute or chronic pain and to compare them to non-working equids. Methods: In part 1, eleven veterinarians and nine technicians performed pain scores before and after training. Agreement with reference scores was analyzed with Intra Class Correlation (ICC) analysis. In part 2, pain assessments were performed in 96 donkeys (n=40 fit-to-work, n=21 acute pain, n=...
Germline Pathogenic Variant in the APC Gene Suggestive of Gardner Syndrome in a Pony.
Case reports in veterinary medicine    April 24, 2026   Volume 2026 1395580 doi: 10.1155/crve/1395580
Martin JE, Hecht S, Craig L, Durward-Akhurst SA, Marlowe JL, Hines MT.A 12-year-old pony mare was presented for evaluation of dental disease and nasal discharge. At presentation, clinical signs included bilateral nasal discharge, cutaneous masses, and numerous hard enlargements involving the bones of the skull, maxilla, mandible, and cervical vertebrae. Oral exam revealed advanced dental disease with hard enlargements adjacent to and between numerous cheek teeth. Radiographs and computed tomography confirmed the presence of severe dental disease and proliferative bone lesions disseminated along the skull, hyoid apparatus, and cranial cervical vertebrae. The bony...
Equine sentinels and one health: a comprehensive serological survey of Crimean-Congo hemorrhagic fever virus in southeastern and Central Europe.
Frontiers in veterinary science    April 24, 2026   Volume 13 1810641 doi: 10.3389/fvets.2026.1810641
Italiya J, Nekudova P, Vaclavek P, Rusenova NV, Rusenov AG, Mihalca AD, Bărbuceanu F, Vuta VB, Hristescu DV, Modry D, Hensley LE, Rimoin AW, Zurek L.Crimean-Congo hemorrhagic fever (CCHF) is the widespread tick-borne viral disease affecting humans with endemic circulation across Africa, Asia, Eastern and Southern Europe. Climate change, global travel, and animal trade have accelerated the expansion of spp., the primary tick vectors of CCHF, into previously non-endemic areas, including the Czech Republic. To assess the current distribution of CCHF in equids across Southeastern and Central Europe, we screened serum samples from horses and donkeys from Bulgaria ( = 579), Romania ( = 1,534), and the Czech Republic ( = 576) by the ...
Efficacy of an iron absorption test on assessing iron status in horses.
Journal of equine veterinary science    April 23, 2026   105913 doi: 10.1016/j.jevs.2026.105913
Gluck-Flynn CR, Pratt-Phillips SE.Iron absorption tests (IATs) are used to evaluate iron absorption in humans. However, this testing has not been conducted in horses. Objective: The objective was to assess how a large dose of iron affects blood iron parameters during an IAT. Methods: Mixed-breed geldings (n=12) were offered 2% of their bodyweight (BW) in mixed-grass hay and an iron-free vitamin-mineral supplement. A baseline IAT (Baseline IAT) was performed, where horses received 25 milligrams per kilogram (mg/kg) of BW of iron (ferrous sulfate) orally. Jugular venous samples were taken before the iron dose, and 3-, 6-, 12-, a...
Application of 3D scanning for modeling and morphometric assessment of Mangalarga Marchador Horses.
Journal of equine veterinary science    April 23, 2026   105907 doi: 10.1016/j.jevs.2026.105907
E Alves TTB, Teixeira CS, de Lana DS, Sancler-Silva YFR, Dallago GM, de Godoi FN, Schultz EB.Morphometric traits are essential for assessing conformation, locomotion, and selection in equine breeding programs. However, manual measurements are laborious, require physical contact, and may cause stress to animals, highlighting the need for alternative technologies. Objective: This study evaluated the use of a portable 3D scanner for three-dimensional modeling and morphometric assessment of Mangalarga Marchador horses. Methods: Fifty-two adult horses were measured using manual and 3D scanning methods to assess ten morphometric traits: withers height (WH), hip height (HH), head length (HL)...
Epidemiology of open and closed diastemata in equine cheek teeth and associations with periodontal pathology.
Veterinary research communications    April 23, 2026   Volume 50, Issue 4 280 doi: 10.1007/s11259-026-11216-1
Mata F, Johnson C.Cheek-tooth diastemata are a common dental abnormality in horses and are considered a major predisposing factor for periodontal disease. However, the influence of diastema type and anatomical location on disease severity remains incompletely understood. To determine the prevalence and distribution of open and closed cheek-tooth diastemata and evaluate their association with periodontal disease severity in horses, while assessing the influence of age, sex, jaw location and laterality, fifty equine cadaver heads obtained from an abattoir were examined. Diastemata were identified through visual a...
Transference of diagnostic thresholds for equine plasma ACTH from the Immulite 1000 to Immulite 2000XPi and Tosoh AIA systems.
Domestic animal endocrinology    April 23, 2026   Volume 96 107015 doi: 10.1016/j.domaniend.2026.107015
Durham AE, Lopes A.Diagnosis of PPID in horses relies on measurement of plasma adrenocorticotrophic hormone (ACTH) concentrations. Because measured ACTH values vary between analytical platforms, and published diagnostic thresholds apply almost exclusively to the Immulite 1000 chemiluminescent assay (CLA), there is a need for validated, assay-specific thresholds for contemporary analysers. This study aimed to transfer and validate established Immulite 1000 diagnostic thresholds for plasma ACTH to three contemporary systems (Immulite 2000XPi, Tosoh AIA-900, and Tosoh AIA-360) using the Clinical Laboratory Standard...
Search for Equus caballus papillomavirus type 2 in tissues of asymptomatic horses in southern brazil.
Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology]    April 22, 2026   Volume 57, Issue 1 113 doi: 10.1007/s42770-026-01930-y
Santi EMT, Pecego JB, Schirmer MFA, Vargas TP, Marcus VB, de Vargas I, Kommers GD, Cocco M, Michelon NF, Flores EF, Flores MM.Equus caballus papillomavirus type 2 (EcPV-2) has been recently associated with the development of genital squamous cell carcinomas in horses. Nevertheless, its circulation among healthy, asymptomatic horses remains poorly understood. This study aimed to investigate the presence of EcPV-2 DNA in asymptomatic horses submitted to necropsy in southern Brazil. A total of 54 horses without clinical or histological evidence of genital lesions were investigated: 40 necropsied animals and penile mucosa specimens collected from 14 horses at a local abattoir. Tissue samples were subjected to histologica...
Audio-Based Characterization of Gait Parameters in Mangalarga Marchador, Campolina, and Piquira Horses Using Deep Learning.
Animals : an open access journal from MDPI    April 22, 2026   Volume 16, Issue 9 1283 doi: 10.3390/ani16091283
Freire A, Silva AVD, Patterson Rosa L, Guimarães PHS, Araujo BPG, Silva CAF, Borges LRT, Bertechini AG, Meirelles SLC.The evaluation of biomechanical parameters in four-beat gaited horses remains limited by the subjectiveness and complexity of current standard methods. Through a deep learning approach, we aimed to infer dissociation % using only acoustic signals. A total of 268 audio samples were extracted from publicly available videos featuring three Brazilian horse breeds (Mangalarga Marchador, Campolina, and Piquira) performing marcha batida and marcha picada. Acoustic features, including root mean square energy (RMS), zero-crossing rate (ZCR), and 13 Mel-frequency cepstral coefficients (MFCCs), were extr...
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