The ... Workshop on Child, Computer and Interaction最新文献

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Can you guess who I am?: An interactive task for young learners to practice yes/no question formation in English 你能猜到我是谁吗?:这是一个互动的任务,让年轻的学习者练习英语是/否问题的形成
The ... Workshop on Child, Computer and Interaction Pub Date : 2017-11-13 DOI: 10.21437/WOCCI.2017-11
Veronika Timpe-Laughlin, Jeremy Lee, Keelan Evanini, James V. Bruno, Ian Blood
{"title":"Can you guess who I am?: An interactive task for young learners to practice yes/no question formation in English","authors":"Veronika Timpe-Laughlin, Jeremy Lee, Keelan Evanini, James V. Bruno, Ian Blood","doi":"10.21437/WOCCI.2017-11","DOIUrl":"https://doi.org/10.21437/WOCCI.2017-11","url":null,"abstract":"Although yes/no questions are one of the most frequently occurring question types in English, research on the development and production of yes/no questions–in particular in young English learners–is still very limited. For example, we know very little about potential errors young L2 learners make when they produce yes/no questions–an area that is crucial in order to provide useful feedback in different learning environments, including computer-based applications. This paper reports on an exploratory study conducted with Can you guess who I am? , an interactive, spoken-dialogue-based speaking activity that allows young English learners to practice yes/no questions. After intro-ducing the SDS-based speaking activity, we present the findings from a systematic investigation of the output produced by 27 young English learners in Germany (ages 9-11) who engaged with the activity. A particular focus in the analysis was placed on the types of yes/no questions elicited and the types of errors made by the young learners. The findings provide further empirical support for a six-stage framework for the development of question formation in L2 learners [14]. Moreover, they offer insights into the types of errors young EFL learners make in forming polar interrogatives such as systematic confusion with regard to the auxiliaries “to be” and “to do”. The findings are discussed in terms of (a) how they contribute to a more comprehensive understanding of young learner’s speech and (b) how they will be used to inform further development of more targeted feedback options that can be implemented into the SDS-based speaking activity in order to harness its full potential for L2 learning. English—an underexplored area in young L2 learner research.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2017-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82885845","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Automatic Identification of Articulation Disorders for Arabic Children Speakers 阿拉伯语儿童发音障碍的自动识别
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-6
Abualsoud Hanani, Mays Attari, Atta' Farakhna, Aseel Joma'A, M. Hussein, Stephen Eugene Taylor
{"title":"Automatic Identification of Articulation Disorders for Arabic Children Speakers","authors":"Abualsoud Hanani, Mays Attari, Atta' Farakhna, Aseel Joma'A, M. Hussein, Stephen Eugene Taylor","doi":"10.21437/WOCCI.2016-6","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-6","url":null,"abstract":"Automatic identification of articulation disorders in children’s speech is very important for the diagnosis and monitoring of speech therapy. In this work, acoustic features (MFCC) have been used with the two most commonly used classification techniques in the speaker and language identification area, GMM-UBM and I-vector, for identifying three types of articulation disorders associated with phoneme [r] from Arabic children’s speech. The sound [r] has been selected as it is the most common pronunciation problem that children suffer from. The impact of [r] location in a word on the speech disorders has been investigated by considering words with [r] in the beginning, middle and end We achieved up to 75% accuracy with our I-vector system and 61% for our GMM-UBM system. Performance of these two systems are improved to 92.5% and 83.4%, respectively, when disorder classes are combined into one","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80825749","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
G-g-go! Juuump! Online Performance of a Multi-keyword Spotter in a Real-time Game G-g-go !Juuump !实时游戏中多关键词定位器的在线性能
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-9
J. Lehman, Nikolas Wolfe, André Pereira
{"title":"G-g-go! Juuump! Online Performance of a Multi-keyword Spotter in a Real-time Game","authors":"J. Lehman, Nikolas Wolfe, André Pereira","doi":"10.21437/WOCCI.2016-9","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-9","url":null,"abstract":"We report results for an online multi-keyword spotter in a game that contains overlapping speech, off-task side talk, and keyword forms that vary in completeness and duration. The spotter trained on a data set of 62 children, and expectations for online performance were established by 10-fold cross-validation on that corpus. We compare the post hoc data to the recognizer’s performance online in a study in which 24 new children played with the real-time system. The online system showed a non-significant decline in accuracy which could be traced to trouble understanding the jump keyword and the pre-dominance of younger children in the new cohort. However, children adjusted their behavior to compensate, and the overall performance and responsiveness of the online system resulted in engaging and enjoyable gameplay.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89117184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children 未来属于好奇的人:对儿童好奇心的自动理解和认知
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-3
Behnaz Nojavanasghari, T. Baltrušaitis, C. Hughes, Louis-Philippe Morency
{"title":"The Future Belongs to the Curious: Towards Automatic Understanding and Recognition of Curiosity in Children","authors":"Behnaz Nojavanasghari, T. Baltrušaitis, C. Hughes, Louis-Philippe Morency","doi":"10.21437/WOCCI.2016-3","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-3","url":null,"abstract":"Curiosity plays a crucial role in learning and education of children. Given its complex nature, it is extremely challenging to automatically understand and recognize it. In this paper, we discuss the contexts under which curiosity can be elicited and provide an associated taxonomy. We present an initial empirical study of curiosity that includes the analysis of cooccurring emotions and the valence associated with it, together with gender-specific analysis. We also discuss the visual, acoustic and verbal behavior indicators of curiosity. Our discussions and analysis uncover some of the underlying complexities of curiosity and its temporal evolution, which is a step towards its automatic understanding and recognition. Finally, considering the central role of curiosity in education, we present two education-centered application areas that could greatly benefit from its automatic recognition.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80944178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 9
Progression in Materials for Learning to Read and Write - a Cross-Language and Cross-Century Comparison of Readers 学习阅读和写作材料的进展-跨语言和跨世纪的读者比较
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-1
Kay Berkling, U. Reichel
{"title":"Progression in Materials for Learning to Read and Write - a Cross-Language and Cross-Century Comparison of Readers","authors":"Kay Berkling, U. Reichel","doi":"10.21437/WOCCI.2016-1","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-1","url":null,"abstract":"This work is part of a larger effort about understanding the effects of didactic materials on acquisition of reading and writing in German. In this paper, the focus is on progression in primers (beginner readers). Texts in various languages are analyzed in terms of complexity, as measured by entropy between letters and phonemes, from the point of view of reading or writing that text. The assumption is that a good teaching text would start low and increase gradually in complexity. At the same time, languages have different requirements on progression depending on their orthographic depth. The goal of this work is to compare German primers to various other languages for the beginning stages of reading skill acquisition. We show that there are difference across languages and a large span of approaches in primers of presenting material to the learner.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85120097","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Automatic measurement and analysis of the child verbal communication using classroom acoustics within a child care center 幼儿中心教室声学对儿童语言交流的自动测量与分析
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-10
M. Najafian, Dwight W. Irvin, Ying Luo, B. Rous, J. Hansen
{"title":"Automatic measurement and analysis of the child verbal communication using classroom acoustics within a child care center","authors":"M. Najafian, Dwight W. Irvin, Ying Luo, B. Rous, J. Hansen","doi":"10.21437/WOCCI.2016-10","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-10","url":null,"abstract":"Understanding the language environment of early learners is a challenging task for both human and machine, and it is critical in facilitating effective language development among young children. This papers presents a new application for the existing diarization systems and investigates the language environment of young children using a turn taking strategy employing an i-vector based baseline that captures adult-to-child or child-tochild conversational turns across different classrooms in a child care center. Detecting speaker turns is necessary before more in depth subsequent analysis of audio such as word count, speech recognition, and keyword spotting which can contribute to the design of future learning spaces specifically designed for typically developing children, or those at-risk with communication limitations. Experimental results using naturalistic childteacher classroom settings indicate the proposed rapid childadult speech turn taking scheme is highly effective under noisy classroom conditions and results in 27.3% relative error rate reduction compared to the baseline results produced by the LIUM diarization toolkit.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82724566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
MeEmo - Using an Avatar to Improve Social Skills in Children with ASD MeEmo -使用化身来提高自闭症儿童的社交技能
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-8
Sapna Patel, Darin E. Hughes, C. Hughes
{"title":"MeEmo - Using an Avatar to Improve Social Skills in Children with ASD","authors":"Sapna Patel, Darin E. Hughes, C. Hughes","doi":"10.21437/WOCCI.2016-8","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-8","url":null,"abstract":"For individuals affected by Autism Spectrum Disorder (ASD), the inability to make eye contact is a significant barrier to their engagement in social environments. This lack of eye contact limits their ability to read social and emotional cues exhibited through facial expressions resulting in a corresponding decrease in social engagement. The use of interactive virtual environments (VEs) as a therapeutic protocol is a growing field of study. In recent studies, individuals with ASD were placed in VEs and engaged with avatars controlled by a human in the background, resulting in improvements in eye contact and engagement for some subjects. This paper is the first in a series of experiments exploring the potential of virtual avatars controlled through software agency, rather than human control, as a therapeutic tool for ASD. This paper examines if a subject could learn to make eye contact with an avatar and consequently recognize and respond to emotional cues expressed by the avatar. Results indicate that children with ASD can learn to recognize the emotional cues of the virtual avatar, and that their reactions to the avatar’s needs as well as their eye contact with the avatar improved over the course of the VE experiment. This study sets the stage for future exploration into therapeutic use of agent-based virtual avatars, including transference of emotional cues from avatars to humans in the real world.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79176802","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Automatic detection of children's engagement using non-verbal features and ordinal learning 使用非语言特征和顺序学习的儿童参与自动检测
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-5
Jaebok Kim, K. Truong, V. Evers
{"title":"Automatic detection of children's engagement using non-verbal features and ordinal learning","authors":"Jaebok Kim, K. Truong, V. Evers","doi":"10.21437/WOCCI.2016-5","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-5","url":null,"abstract":"In collaborative play, young children can exhibit different types of engagement. Some children are engaged with other children in the play activity while others are just looking. In this study, we investigated methods to automatically detect the children's levels of engagement in play settings using non-verbal vocal features. Rather than labelling the level of engagement in an absolute manner, as has frequently been done in previous related studies, we designed an annotation scheme that takes the order of children's engagement levels into account. Taking full advantage of the ordinal annotations, we explored the use of SVM-based ordinal learning, i.e. ordinal regression and ranking, and compared these to a rule-based ranking and a classification method. We found promising performances for the ordinal methods. Particularly, the ranking method demonstrated the most robust performance against the large variation of children and their interactions.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77933489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Improving DNN-Based Automatic Recognition of Non-native Children Speech with Adult Speech 基于dnn的成人语音与非母语儿童语音自动识别方法研究
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-7
Yao Qian, Xinhao Wang, Keelan Evanini, David Suendermann-Oeft
{"title":"Improving DNN-Based Automatic Recognition of Non-native Children Speech with Adult Speech","authors":"Yao Qian, Xinhao Wang, Keelan Evanini, David Suendermann-Oeft","doi":"10.21437/WOCCI.2016-7","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-7","url":null,"abstract":"Acoustic models for state-of-the-art DNN-based speech recognition systems are typically trained using at least several hundred hours of task-specific training data. However, this amount of training data is not always available for some applications. In this paper, we investigate how to use an adult speech corpus to improve DNN-based automatic speech recognition for non-native children's speech. Although there are many acoustic and linguistic mismatches between the speech of adults and children, adult speech can still be used to boost the performance of a speech recognizer for children using acoustic modeling techniques based on the DNN framework. The experimental results show that the best recognition performance can be achieved by combining children's training data with adult training data of approximately the same size and initializing the DNN with the weights obtained by pre-training using the full training set of the adult corpus. This system can outperform the baseline system trained on only children's speech with an overall relative WER reduction of 11.9%. Among the three speaking tasks studied, the picture narration task shows the largest gain with a WER reduction from 24.6 % to 20.1%.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88325163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 11
The role of phonological processes and acoustic confusability in phone errors in children's ASR 语音过程和语音混淆在儿童ASR电话错误中的作用
The ... Workshop on Child, Computer and Interaction Pub Date : 2016-09-06 DOI: 10.21437/WOCCI.2016-2
Evangelia Fringi, J. Lehman, M. Russell
{"title":"The role of phonological processes and acoustic confusability in phone errors in children's ASR","authors":"Evangelia Fringi, J. Lehman, M. Russell","doi":"10.21437/WOCCI.2016-2","DOIUrl":"https://doi.org/10.21437/WOCCI.2016-2","url":null,"abstract":"This paper examines the extent to which computer speech recognition errors for children’s speech can be attributed to common phonological effects associated with language acquisition. Recognition results are presented for three corpora of children’s speech, two comprising recordings of American English spoken by five-to nine-year-olds and one comprising recordings of British English speech from children aged five and six. The results are compared with adult reference confusion matrices based on TIMIT for the first two experiments and with confusion matrices for British adults and children with good speech for the third. They appear to be influenced by three factors: (i) confusions that are predictable from phonological factors associated with language acquisition also arise from acoustic confusability (e.g. /k/ → /t/ ) , (ii) the frequency of the phonological errors is expected to decrease with increasing age, and (iii) an accurate recogniser is more likely to detect a phonological error when it occurs than a less accurate one. Overall the percentage of errors attributable to phonological processes remains approximately constant in each experiment. However, the proportion of these errors that differ significantly from reference patterns increases with recognition accuracy and is greater for children who are judged to have poor speech.","PeriodicalId":91973,"journal":{"name":"The ... Workshop on Child, Computer and Interaction","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2016-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84085559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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