Automatic classification of dog barking using deep learning.

Barking and other dog vocalizations have acoustic properties related to emotions, physiological reactions, attitudes, or some particular internal states. In the field of intelligent audio analysis, researchers use methods based on signal processing and machine learning to analyze the digitized acoustic signals' properties and obtain relevant information. The present work describes a method to classify the identity, breed, age, sex, and context associated with each bark. This information can support the decisions of people who regularly interact with animals, such as dog trainers, veterinarians, rescuers, police, people with visual impairment. Our approach uses deep neural networks to generate trained models for each classification task. We worked with 19,643 barks recorded from 113 dogs of different breeds, ages and sexes. Our methodology consists of three stages. First, the pre-processing stage prepares the data and transforms it into the appropriate format for each classification model. Second, the characterization stage evaluates different representation models to identify the most suitable for each task. Third, the classification stage trains each classification model and selects the best hyperparameters. After tuning and training each model, we evaluated its performance. We analyzed the most relevant features extracted from the audio and the most appropriate deep neural network architecture for that feature type. Even if the application of our method is not ready for being used in ethological practice, our evaluation showed an outstanding performance of the proposed method, surpassing previous research results on this topic, providing the basis for further technological development.

Fluoroscopic and radiographic assessment of variations in tracheal height during inspiration and expiration in healthy adult small-breed dogs.

The objective of this study was to document tidal variations in tracheal height during normal respiration in 19 healthy adult (> 1 y old) small-breed dogs (< 10 kg) using fluoroscopy and radiography. Each dog underwent tracheal fluoroscopic examination on inspiration and expiration while in a standing position (F-S) and in right lateral recumbency (F-RL), followed by radiographic projections obtained in right lateral recumbency. The percent variation in tracheal height during maximal inspiration and expiration was determined at 3 different locations [cervical region (CR), thoracic inlet (TI), and intrathoracic (IT) region]. When all imaging procedures and sites of measurement were considered, tracheal height varied during physiologic inspiration and expiration from 0% to 21.1%, with a mean of 4.5%. The mean percent variation in tracheal height was not significantly different among imaging modalities (F-S versus F-RL versus radiography) (P = 0.16) or measurement sites (CR versus TI versus IT) (P = 0.89). The body condition score (BCS) (P = 0.96), age (P = 0.95), and breed (P = 0.19) did not significantly influence the mean percent variation in tracheal height. The average variation in tracheal height during maximal physiological inspiration and expiration is small (< 6%) in most healthy adult small-breed dogs as assessed by fluoroscopy and radiography, although tracheal height may vary by as much as 21.1% in some healthy individuals. Inspiratory and expiratory radiographs acquired in right lateral recumbency provide an accurate assessment of tracheal height as an alternative to fluoroscopy.

L'objectif de la présente étude était de documenter les variations de la hauteur de la trachée durant la respiration normale chez 19 chiens adulte en santé (> 1 an) de petites races (< 10 kg) à l'aide de la fluoroscopie et de la radiographie. Chaque chien a été soumis à un examen fluoroscopique de la trachée lors de l'inspiration et de l'expiration alors qu'il était en position debout (F-S) et en décubitus latéral droit (F-RL), suivi d'images radiographiques obtenues en décubitus latéral droit. Le pourcentage de variation de la hauteur de la trachée durant l'inspiration et l'expiration maximales fut déterminé à trois endroits différents [région cervicale (CR), l'entrée thoracique (TI), et la région intrathoracique (IT)]. Lorsque toutes les procédures d'imagerie et les sites de mesure étaient considérés, la hauteur de la trachée variait durant l'inspiration et l'expiration physiologique de 0 % à 21,1 %, avec une moyenne de 4,5 %. Le pourcentage de variation moyen de la hauteur de la trachée n'était pas significativement différent parmi les différentes modalités d'imagerie (F-S versus F-RL versus radiographie) (P = 0,16) ou les sites de mesure (CR versus TI versus IT) (P = 0,89). Le score de condition corporelle (BCS) (P = 0,96), l'âge (P = 0,95), et la race (P = 0,19) n'influençaient pas significativement le pourcentage de variation moyen de la hauteur de la trachée. La variation moyenne de la hauteur de la trachée durant l'inspiration et l'expiration physiologique maximale est petite (< 6 %) chez la plupart des chiens adultes de petites races en santé telle qu'évalué par fluoroscopie et radiographie, bien que la hauteur de la trachée puisse varier jusqu'à 21,1 % chez certains individus en santé. Les radiographies à l'inspiration et à l'expiration obtenues en décubitus latéral droit fournissent une évaluation précise de la hauteur de la trachée comme alternative à la fluoroscopie.(Traduit par Docteur Serge Messier).

Assessment of protein synthesis in highly aerobic canine species at the onset and during exercise training.

Canis lupus familiaris, the domesticated dog, is capable of extreme endurance performance. The ability to perform sustained aerobic exercise is dependent on a well-developed mitochondrial reticulum. In this study we examined the cumulative muscle protein and DNA synthesis in groups of athletic dogs at the onset of an exercise training program and following a strenuous exercise training program. We hypothesized that both at the onset and during an exercise training program there would be greater mitochondrial protein synthesis rates compared with sedentary control with no difference in mixed or cytoplasmic protein synthesis rates. Protein synthetic rates of three protein fractions and DNA synthesis were determined over 1 wk using (2)H2O in competitive Alaskan Huskies and Labrador Retrievers trained for explosive device detection. Both groups of dogs had very high rates of skeletal muscle protein synthesis in the sedentary state [Alaskan Huskies: Mixed = 2.28 ± 0.12, cytoplasmic (Cyto) = 2.91 ± 0.10, and mitochondrial (Mito) = 2.62 ± 0.07; Labrador Retrievers: Mixed = 3.88 ± 0.37, Cyto = 3.85 ± 0.06, and Mito = 2.92 ± 0.20%/day]. Mitochondrial (Mito) protein synthesis rates did not increase at the onset of an exercise training program. Exercise-trained dogs maintained Mito protein synthesis during exercise training when mixed (Mixed) and cytosolic (Cyto) fractions decreased, and this coincided with a decrease in p-RpS6 but also a decrease in p-ACC signaling. Contrary to our hypothesis, canines did not have large increases in mitochondrial protein synthesis at the onset or during an exercise training program. However, dogs have a high rate of protein synthesis compared with humans that perhaps does not necessitate an extra increase in protein synthesis at the onset of aerobic exercise training.

Real-time assessment of hybridization between wolves and dogs: combining noninvasive samples with ancestry informative markers.

Wolves and dogs provide a paradigmatic example of the ecological and conservation implications of hybridization events between wild and domesticated forms. However, our understanding of such implications has been traditionally hampered by both high genetic similarity and the difficulties in obtaining tissue samples (TS), which limit our ability to assess ongoing hybridization events. To assess the occurrence and extension of hybridization in a pack of wolf-dog hybrids in northwestern Iberia, we compared the power of 52 nuclear markers implemented on TS with a subset of 13 ancestry informative markers (AIMs) typed in noninvasive samples (NIS). We demonstrate that the 13 AIMs are as accurate as the 52 markers that were chosen without regard to the power to differentiate between wolves and dogs, also having the advantage of being rapidly screened on NIS. The efficiency of AIMs significantly outperformed ten random sets of similar size and an additional commercial set of 18 markers. Bayesian clustering analysis implemented on AIMs and NIS identified nine hybrids, two wolves and two dogs. Four hybrids were unambiguously assigned to F1xWolf backcrosses. Our approach (AIMs + NIS) overcomes previous difficulties related to sample availability and informative power of markers, allowing a quick identification of wolf-dog hybrids in the first phases of hybridization episodes. This provides managers with a reliable tool to evaluate hybridization and estimate the success of their actions. This approach may be easily adapted for other pairs of wild/domesticated species, thus improving our understanding of the introgression of domestication genes into natural populations.

Ultrassonografia transcraniana em cães hígidos: padronização da técnica e descrição anatômica / Transcranial ultrasonography in healthy dogs: technique standardization and anatomic description

O interesse pelo estudo do sistema nervoso central vem crescendo na Medicina Veterinária. A ultrassonografia transcraniana (USTC) tem a vantagem de não ser invasiva e ter baixo custo quando comparada à tomografia computadorizada (TC) e à imagem em ressonância magnética (RM). O osso temporal tem sido utilizado como janela acústica na realização da USTC em seres humanos. Este trabalho teve como objetivo correlacionar imagens ultrassonográficas transcranianas obtidas através das janelas temporal e occipital com a anatomia encefálica em cães adultos hígidos, e padronizar a técnica de exame. Foram utilizados 37 cães adultos, sem raça definida: 30 animais in vivo, para realização da técnica, e sete cadáveres, para a secção do encéfalo, à similitude dos planos de imagem obtidos ao USTC. Os dados foram analisados utilizando o teste não paramétrico de Wilcoxon. Os resultados obtidos indicaram que a USTC é um método diagnóstico viável para a avaliação do encéfalo de cães com peso corporal até 10kg, por meio de planos dorsal e dorsais oblíquos, sem a necessidade de anestesiar o paciente.

The study of the nervous system is increasing in Veterinary Medicine. Transcranial ultrasonography (TCUS) has the advantage of being a non-invasive and low cost method compared to computerized tomography (CT) and Magnetic Resonance Imaging (MRI). The temporal bone has been used as an acoustic window in TCUS in humans. This study aimed to correlate transcranial ultrasonographic images obtained through the temporal and occipital window with healthy dog's encephalic anatomy, and to standardize the technique. 37 adult mongrel dogs were used: 30 animals in vivo, in order to perform USTC screening and seven dog corpses for brain section as well as USTC planes. Data analysis was accomplished by the non parametric Wilcoxon test. Results obtained indicate that TCUS (in dorsal and oblique planes) is a viable method for brain evaluation in dogs weighting up to 10kg without anesthesia.

Morphometric assessment of periodontal tissues in relation to periodontal disease in dogs.

Dimensions of periodontal tissues are thought to predispose to the development of periodontal disease in man and dogs. Several studies have suggested that thin gingiva correlates with an increased incidence of periodontal disease. In this study, we hypothesized that the dimensions of periodontal tissues will vary in different breeds of dogs and could possibly correlate with the incidence of periodontal disease. Forty-two jaws of dogs aged up to 5-years were examined post-mortem and gingival and alveolar bone thickness were measured using methods of transgingival probing and digital calipers, respectively. Dogs were divided into three groups based on their body weight. Group I (< 5.0 kg; n=21), group II (5 to 10 kg; n=11), and group III (10 to 15 kg; n=10). Thickness of gingiva ranged from 0.30-mm to 3.2-mm and was relatively thinner in group I than in group II and III based on the means of ratios comparison. Alveolar bone thickness ranged from 0.27-mm to 4.1-mm and was relatively thinner in group I compared with groups II and III. Our study showed significantly thinner gingiva and alveolar bone in toy breed dogs compared with small and medium-sized breed dogs. Both gingival and alveolar bone dimensions may be predictors for severity of periodontal disease and influence clinical outcome in certain periodontal surgical procedures.

Avaliação da dor pós-intervenção em três métodos de esterilização de cães machos / Assessment of post-intervention pain due to three methods of male sterilization

O objetivo deste trabalho foi avaliar a dor pós-intervenção associada a três métodos de esterilização de cães machos. Vinte e sete cães participaram do estudo, e foram distribuídos em três grupos denominados: OT, cães submetidos à orquiectomia; GZ, cães que receberam injeções intratesticular de gluconato de zinco; e VT, cães submetidos à vasectomia. Os escores de dor foram avaliados por meio da escala da Universidade de Melbourne utilizada para avaliação de dor pós-operatória em cães. Não houve diferença significativa entre as medianas de escores de dor nos distintos grupos. No grupo GZ, 44% dos animais necessitaram de sedação durante a aplicação e 11% apresentaram complicações secundárias, com ulceração e edema testicular. O valor máximo de dor foi mais alto no grupo GZ, levando à necessidade de analgesia pós-intervenção em um cão. Os resultados motivam estudos com maior número de animais em relação ao gluconato de zinco, sugerindo a necessidade de acompanhamento dos cães durante 15 dias pós-intervenção.

The objective of this project was to evaluate the post-intervention pain due to three methods of male sterilization. Twenty seven dogs participated in the study and were distributed in three groups: (OT) dogs submitted to orchiectomy; (ZG) dogs submitted to intratesticular injections of zinc gluconate; and (VT) dogs submitted to vasectomy. Pain was evaluated with the dog post-surgical pain evaluation scale from Melbourne. There was no significant difference amongst median pain scores for the groups. In the group ZG, 44% of the animals needed sedation during the application, and 11% showed secondary complications, with ulceration and swollen testicles. The maximum pain score was higher for the ZG group, requiring post-intervention analgesia for one dog. The results motivate studies with higher number of animals regarding zinc gluconate, suggesting that the dogs be closely monitored during 15 days post-intervention.

Análise retrospectiva de denúncias de maus-tratos contra animais na região de Curitiba, Estado do Paraná, utilizando critérios de bem-estar animal / Retrospective analysis of animal abuse in the region of Curitiba, State of Paraná, Southern Brazil, using animal welfare criteria

A relação entre seres humanos e animais deve ser positiva. No entanto, interações negativas também têm sido descritas, como os relatos de ocorrências de maus-tratos contra animais. Os objetivos deste trabalho foram estudar o perfil de denúncias de maus-tratos contra animais registradas nas Sociedades Protetoras dos Animais de Campo Largo e de Curitiba e na Rede de Defesa e Proteção Animal de Curitiba, e analisar a pertinência da ação de profissionais capacitados em tais processos. Os elementos apurados foram espécies animais envolvidas e descrição das denúncias a fim de coletar as informações pertinentes e classificá-las de acordo com as causas e com as Cinco Liberdades. Das denúncias, 82,9% envolveram cães. As causas mais comuns foram abandono (16,2%), não fornecimento de alimento e água (15,7%), morte (14,7%) e ausência de atendimento veterinário (13,5%). A maioria das ocorrências fez referência às liberdades sanitária (71,8%) e nutricional (28,2%), embora a avaliação técnica tenha revelado o comprometimento comum da liberdade psicológica (93,5%). Os resultados sugerem que a colaboração de profissional capacitado em bemestar animal pode subsidiar o aprimoramento das deliberações em casos de suspeita de maus-tratos aos animais.

The human-animal relationship should be positive; however, negative interactions are frequently registered, some of which can be found as reports of incidents of animal abuse. The aim of this study was to survey the history of complaints of animal abuse recorded in the Animal Protection Society of Campo Largo and Curitiba and in the Animal Defense and Protection Network of Curitiba, Paraná, and to analyze the relevance of veterinary action in such cases. The data collected were animal species involved, description of complaints and relevant information to classify them according to the causes and the Five Freedoms. Of the allegations, 82.9% involved dogs. The most common causes were abandonment (16.2%), failure to provide food and water (15.7%), death (14.7%) and lack of veterinary care (13.5%). Most of the cases referred to the freedom from pain, injury and disease, and the freedom from hunger and thirst, although the technical evaluation has revealed a frequent impact on psychological freedom. The results suggest that the collaboration of a professional specialized in animal welfare can enhance the deliberations in cases of suspected animal abuse.

[Assessment of a Bull Terrier bloodline regarding possible hypertrophic aggressive behaviour in situations of dog-dog-contact of the temperament test of Lower Saxony]. / Untersuchung einer Bullterrier-Zuchtlinie hinsichtlich einer möglichen Hypertrophie des Aggressionsverhaltens im Hund- Hund-Kontakt des Niedersächsischen Wesenstests.

The expertise on the interpretation of and 11 b TierSchG assumes that a hypertrophy of aggressive behaviour exists in some blood lines of Bull Terriers, American Staffordshire Terriers and Pitbull type dogs. This study was carried out to detect whether a hypertrophy of aggressive behaviour occurred in a certain Bull Terrier breed line. A total of 38 dogs representing this line were tested according to the guidelines of the Dangerous Animals Act of Lower Saxony, Germany (GefTVO) enacted on July 5th, 2000. Furthermore, the results of their behaviour towards other dogs during the test were compared to those of 347 dogs tested by Böttjer (2003) in order to investigate possible significant differences in the occurrence of inadequate or disturbed aggressive behaviour. The comparison was aimed at exposing a possible significant accumulation of intraspecific aggressive behaviour. In the situations of dog-dog-contact of the test, 25 threatening behaviour"was displayed by 9 dogs (23.68%). Four dogs (10.53%) responded with "non-stationary threatening behaviour". All Bull Terriers reacted appropriately in every situation. A significant difference when comparing the results of the Bull Terriers to those of the dogs examined by Böttjer (2003) was not found. In conclusion, there were no indications for inadequate or disturbed aggressive behaviour in this Bull Terrier breed line. Furthermore, the broad majority of dogs proved to possess excellent social skills as well as the ability to communicate competently and to solve conflicts appropriately.

Comparison of measurements obtained by use of an electrogoniometer and a universal plastic goniometer for the assessment of joint motion in dogs.

OBJECTIVE: To compare measurements obtained by use of a universal plastic goniometer (UG) and an electrogoniometer (EG) and from radiographs and to compare joint motion in German Shepherd Dogs and Labrador Retrievers. ANIMALS: 12 healthy adult German Shepherd Dogs and data previously collected from 16 healthy adult Labrador Retrievers. PROCEDURES: German Shepherd Dogs were sedated. One investigator then measured motion of the carpal, cubital (elbow), shoulder, tarsal, stifle, and hip joints of the sedated dogs. Measurements were made in triplicate with a UG and an EG. Radiographs were taken of all joints in maximal flexion and extension. Values were compared between the UG and EG and with values previously determined for joints of 16 Labrador Retrievers. RESULTS: An EG had higher variability than a UG for all dogs. The EG variability appeared to result from the technique for the EG. German Shepherd Dogs had lower values in flexion and extension than did Labrador Retrievers for all joints, except the carpal joints. German Shepherd Dogs had less motion in the tarsal joints, compared with motion for the Labrador Retrievers, but had similar motion in all other joints. CONCLUSIONS AND CLINICAL RELEVANCE: A UG is reliable for obtaining measurements in German Shepherd Dogs. There was higher variability for the EG than for the UG, and an EG cannot be recommended for use.

Quantitative assessment of regional right ventricular myocardial velocities in awake dogs by Doppler tissue imaging: repeatability, reproducibility, effect of body weight and breed, and comparison with left ventricular myocardial velocities.

Right ventricular myocardial (RVM) motion is poorly documented. The objective of this study was to determine the variability of RVM velocities by tissue Doppler imaging (TDI) in healthy dogs (study 1), to analyze RVM motion in a large healthy canine population (study 2), and to compare the results with those obtained for the left ventricular free wall. Six healthy Beagle Dogs were monitored in study 1, and 64 healthy dogs of 14 different breeds were monitored in study 2. Velocities were recorded in 2 segments (basal and apical) of the right and left myocardial walls. In study 1, 36 TDI examinations were performed for 4 days, whereas a single TDI examination was performed on each dog in study 2. All velocity profiles included 1 positive systolic wave and 2 negative diastolic waves. The lowest intraday and interday coefficient of variation values of the right TDI variables were observed at the base (3.5-16.1%). The variability of the right apical velocities was much higher, with most coefficient of variation values > 15%. RVM velocities were higher in the basal than in the apical segments (P < .001) and were higher than the left velocities of the corresponding segment (P < .01). Body weight and breed had an effect on only a few right and left TDI variables. TDI provides a repeatable and reproducible method for evaluating basal RV function in the dog. These data also demonstrate the heterogeneity of the myocardial velocities between the left and the right ventricles and between the base and the apex.

Assessment of the population structure of five Finnish dog breeds with microsatellites.

Genetic variabilities within and between Finnish populations of Golden Retrievers, German Shepherds, Wirehaired Dachshunds, Pembroke Welsh Corgis and Bedlington Terriers were quantified with microsatellite allele numbers, observed heterozygosities, expected heterozygosities, FIS estimates, FST estimates and DS distances. In a sample of 50 individuals from each, breed and ten polymorphic loci, the highest genetic diversity was exhibited in the Wirehaired Dachshunds and lowest in the Bedlington Terriers. Although statistically significant deviations from the Hardy-Weinberg (H-W) equilibrium were observed, they occurred at an unexpectedly low frequency. Most strikingly, the extremely small Bedlington Terrier population displayed genotypes in H-W proportions in all investigated loci. The H-W deviations always occurred with positive FIS estimates, which, on average, were not larger than values reported for free-living canids. Genetic differentiation between the breeds was very large. As a comparison, present estimates were, on average, over two times higher than previously observed between breeds of sheep, and over two times higher than the highest estimates reported between human populations. Moreover, the highest DS distances were only slightly lower than the lowest values inferred between humans and chimpanzees. Severe bottlenecks in the recent past of the examined breeds were not statistically supported. The presented data imply genetic isolation and intense artificial selection in the history of these breeds of dogs.

[Dangerous dogs: application of federal regulations]. / Gefährliche Hunde: Abgleich, Anwendung und Bewertung der Ländervorschriften.

During the last years nearly in all provinces in Germany new, hotly debated rules were published in order to meet the threat dangerous dogs or so-called fighting dogs mean to animals and men. Comparing current regulations of different provinces two categories of rules can be identified: one considering particular breeds as extremely dangerous and the other defining and characterising the dangerous dog. The application of these regulations differs enormously in expenditure and procedure. Recent statistics of all registered dog-bites allow other conclusions than those which seemed to have been relevant for the elaboration of the existing legislation. This is particularly true for the breeds which are considered extremely dangerous. It seems to be more useful to use the expression dangerous dog in general. Routine application of the new regulations have, except from some cases, increased administrative input but have not improved the situation itself. Animals homes are complaining of more "fighting" dogs. The fact that it is extremely difficult to find a new owner for these dogs leads to additional animal health problems. Judgement and treatment of dogs presented to public authorities because of dog-biting has not become any easier and dogs causing severe injury are not even presented. The new regulations are not sufficiently preventive and do not really tackle the cause of the problem of dangerous dogs. The existing regulations were developed under a strong political pressure. Authorities are now calling into question the usefulness and purpose of the new legislation. In the past the problem of dangerous dogs was dealt with using general safety legislation and police regulations offering flexibility. Obviously there is an urgent need to identify countermeasures on a larger scale.

Survey of the Swedish dog population: age, gender, breed, location and enrollment in animal insurance.

A sample of the Swedish population was surveyed by interviewing households by telephone. The number interviewed was 11,762, of which 15.5% owned dogs, and of these, 77.9% had one dog. The estimated total population of dogs in Sweden was just over 800,000. Dog-owning was more common in more rural areas compared to larger cities. The numbers of male and female dogs were similar and few dogs were neutered. Mean age was 5.7 years with median 5 years. Mongrels comprised 13.3% and the most common breed was the dachshund (7.4%). Of dogs with information on insurance status, 68.4% of the dogs were insured for veterinary care and 58.3% were life insured.