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What makes a public talk resonate with large audiences? While prior research has emphasized speaker delivery or topic novelty, we reasoned that a core driver of engagement is linguistic clarity. This aligns with theories of processing…

人机交互 · 计算机科学 2026-04-07 Roni Segal , Matan Lary , Ralf Schmaelzle , Yossi Ben-Zion

We use the largest open repository of public speaking---TED Talks---to predict the ratings of the online viewers. Our dataset contains over 2200 TED Talk transcripts (includes over 200 thousand sentences), audio features and the associated…

多媒体 · 计算机科学 2019-06-11 Md Iftekhar Tanveer , Md Kamrul Hassan , Daniel Gildea , M. Ehsan Hoque

Automated prediction of public speaking performance enables novel systems for tutoring public speaking skills. We use the largest open repository---TED Talks---to predict the ratings provided by the online viewers. The dataset contains over…

机器学习 · 计算机科学 2019-05-22 Md Iftekhar Tanveer , Md Kamrul Hasan , Daniel Gildea , M. Ehsan Hoque

What makes a talk successful? Is it the content or the presentation? We try to estimate the contribution of the speaker's oratory skills to the talk's success, while ignoring the content of the talk. By oratory skills we refer to facial…

声音 · 计算机科学 2021-10-05 Tzvi Michelson , Shmuel Peleg

One problem that every presenter faces when delivering a public discourse is how to hold the listeners' attentions or to keep them involved. Therefore, many studies in conversation analysis work on this issue and suggest qualitatively…

计算与语言 · 计算机科学 2017-04-18 Zhe Liu , Anbang Xu , Mengdi Zhang , Jalal Mahmud , Vibha Sinha

Existing argumentation datasets have succeeded in allowing researchers to develop computational methods for analyzing the content, structure and linguistic features of argumentative text. They have been much less successful in fostering…

计算与语言 · 计算机科学 2019-09-26 Esin Durmus , Claire Cardie

The prominence of a spoken word is the degree to which an average native listener perceives the word as salient or emphasized relative to its context. Speech prominence estimation is the process of assigning a numeric value to the…

音频与语音处理 · 电气工程与系统科学 2023-12-27 Max Morrison , Pranav Pawar , Nathan Pruyne , Jennifer Cole , Bryan Pardo

Emotion is essential in spoken communication, yet most existing frameworks in speech emotion modeling rely on predefined categories or low-dimensional continuous attributes, which offer limited expressive capacity. Recent advances in speech…

音频与语音处理 · 电气工程与系统科学 2026-04-07 Tianhua Qi , Wenming Zheng , Björn W. Schuller , Zhaojie Luo , Haizhou Li

Given the growing assortment of sentiment measuring instruments, it is imperative to understand which aspects of sentiment dictionaries contribute to both their classification accuracy and their ability to provide richer understanding of…

计算与语言 · 计算机科学 2017-12-19 Andrew J. Reagan

With the rise in popularity of public social media and micro-blogging services, most notably Twitter, the people have found a venue to hear and be heard by their peers without an intermediary. As a consequence, and aided by the public…

计算与语言 · 计算机科学 2016-06-21 Prashanth Vijayaraghavan , Soroush Vosoughi , Deb Roy

Accurate prediction of suitable discourse connectives (however, furthermore, etc.) is a key component of any system aimed at building coherent and fluent discourses from shorter sentences and passages. As an example, a dialog system might…

计算与语言 · 计算机科学 2018-02-02 Eric Malmi , Daniele Pighin , Sebastian Krause , Mikhail Kozhevnikov

With the growth of social medias, such as Twitter, plenty of user-generated data emerge daily. The short texts published on Twitter -- the tweets -- have earned significant attention as a rich source of information to guide many…

人工智能 · 计算机科学 2021-06-01 Sérgio Barreto , Ricardo Moura , Jonnathan Carvalho , Aline Paes , Alexandre Plastino

Socially fluent agentic AI can now participate in online interaction in ways that resemble ordinary human conversation, potentially weakening people's ability to infer who is human from conversational signals alone. We tested this…

人机交互 · 计算机科学 2026-05-25 Lixiang Yan , Yueqiao Jin , Xibin Han , Dragan Gašević

Work in Computational Affective Science and Computational Social Science explores a wide variety of research questions about people, emotions, behavior, and health. Such work often relies on language data that is first labeled with relevant…

计算与语言 · 计算机科学 2026-04-03 Jan Philip Wahle , Krishnapriya Vishnubhotla , Bela Gipp , Saif M. Mohammad

Unbiased data collection is essential to guaranteeing fairness in artificial intelligence models. Implicit bias, a form of behavioral conditioning that leads us to attribute predetermined characteristics to members of certain groups and…

人工智能 · 计算机科学 2020-03-03 Rupam Acharyya , Shouman Das , Ankani Chattoraj , Oishani Sengupta , Md Iftekar Tanveer

The extent to which men and women use language differently has been questioned previously. Finding clear and consistent gender differences in language is not conclusive in general, and the research is heavily influenced by the context and…

计算与语言 · 计算机科学 2022-11-14 Md Zobaer Hossain , Ahnaf Mozib Samin

Level assessment for foreign language students is necessary for putting them in the right level group, furthermore, interviewing students is a very time-consuming task, so we propose to automate the evaluation of speaker fluency level by…

机器学习 · 统计学 2018-09-03 Alan Preciado-Grijalva , Ramon F. Brena

Speech acts are a way to conceptualize speech as action. This holds true for communication on any platform, including social media platforms such as Twitter. In this paper, we explored speech act recognition on Twitter by treating it as a…

计算与语言 · 计算机科学 2016-06-21 Soroush Vosoughi , Deb Roy

Twitter has emerged as a global hub for engaging in online conversations and as a research corpus for various disciplines that have recognized the significance of its user-generated content. Argument mining is an important analytical task…

计算与语言 · 计算机科学 2024-04-02 Marc Feger , Stefan Dietze

Public speaking is an important aspect of human communication and interaction. The majority of computational work on public speaking concentrates on analyzing the spoken content, and the verbal behavior of the speakers. While the success of…

多媒体 · 计算机科学 2017-07-24 Rahul Sharma , Tanaya Guha , Gaurav Sharma
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