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Current speech agent interactions are typically user-initiated, limiting the interactions they can deliver. Future functionality will require agents to be proactive, sometimes interrupting users. Little is known about how these spoken…

Human-Computer Interaction · Computer Science 2021-06-07 Justin Edwards , Christian Janssen , Sandy Gould , Benjamin R Cowan

Imbuing machines with the ability to talk has been a longtime pursuit of artificial intelligence (AI) research. From the very beginning, the community has not only aimed to synthesise high-fidelity speech that accurately conveys the…

Computation and Language · Computer Science 2025-04-11 Andreas Triantafyllopoulos , Björn W. Schuller

User ratings play a significant role in spoken dialogue systems. Typically, such ratings tend to be averaged across all users and then utilized as feedback to improve the system or personalize its behavior. While this method can be useful…

Computation and Language · Computer Science 2022-06-02 Alexandros Papangelis , Nicole Chartier , Pankaj Rajan , Julia Hirschberg , Dilek Hakkani-Tur

Recent success of the Tacotron speech synthesis architecture and its variants in producing natural sounding multi-speaker synthesized speech has raised the exciting possibility of replacing expensive, manually transcribed, domain-specific,…

Computation and Language · Computer Science 2019-09-27 Andrew Rosenberg , Yu Zhang , Bhuvana Ramabhadran , Ye Jia , Pedro Moreno , Yonghui Wu , Zelin Wu

Speech synthesis has recently seen significant improvements in fidelity, driven by the advent of neural vocoders and neural prosody generators. However, these systems lack intuitive user controls over prosody, making them unable to rectify…

Audio and Speech Processing · Electrical Eng. & Systems 2020-08-13 Max Morrison , Zeyu Jin , Justin Salamon , Nicholas J. Bryan , Gautham J. Mysore

Adapting generic speech recognition models to specific individuals is a challenging problem due to the scarcity of personalized data. Recent works have proposed boosting the amount of training data using personalized text-to-speech…

Audio and Speech Processing · Electrical Eng. & Systems 2023-03-28 Karren Yang , Ting-Yao Hu , Jen-Hao Rick Chang , Hema Swetha Koppula , Oncel Tuzel

A number of recent works have proposed techniques for end-to-end learning of communication protocols among cooperative multi-agent populations, and have simultaneously found the emergence of grounded human-interpretable language in the…

Computation and Language · Computer Science 2017-08-22 Satwik Kottur , José M. F. Moura , Stefan Lee , Dhruv Batra

Language significantly influences the formation and evolution of Human emergent behavior, which is crucial in understanding collective intelligence within human societies. Considering that the study of how language affects human behavior…

Artificial Intelligence · Computer Science 2024-04-05 Zhouhong Gu , Xiaoxuan Zhu , Haoran Guo , Lin Zhang , Yin Cai , Hao Shen , Jiangjie Chen , Zheyu Ye , Yifei Dai , Yan Gao , Yao Hu , Hongwei Feng , Yanghua Xiao

Conversational agents are increasingly expected to adapt across contexts and evolve their personalities through interactions, yet most remain static once configured. We present an exploratory study of how user expectations form and evolve…

This paper presents a study on mutual speech variation influences in a human-computer setting. The study highlights behavioral patterns in data collected as part of a shadowing experiment, and is performed using a novel end-to-end platform…

Human-Computer Interaction · Computer Science 2018-09-14 Eran Raveh , Ingmar Steiner , Iona Gessinger , Bernd Möbius

Vast improvements in natural language understanding and speech recognition have paved the way for conversational interaction with computers. While conversational agents have often been used for short goal-oriented dialog, we know little…

Human-Computer Interaction · Computer Science 2020-08-20 Jessica Van Brummelen , Kevin Weng , Phoebe Lin , Catherine Yeo

There is strong interest in the generation of synthetic video imagery of people talking for various purposes, including entertainment, communication, training, and advertisement. With the development of deep fake generation models,…

Computer Vision and Pattern Recognition · Computer Science 2024-08-09 Qiaomu Miao , Sinhwa Kang , Stacy Marsella , Steve DiPaola , Chao Wang , Ari Shapiro

Autism Spectrum Disorder (ASD) can profoundly affect reciprocal social communication, resulting in substantial and challenging impairments. One aspect is that for people with ASD conversations in everyday life are challenging due to…

Human-Computer Interaction · Computer Science 2024-07-31 Christian Poglitsch , Johanna Pirker

The use of natural language and voice-based interfaces gradu-ally transforms how consumers search, shop, and express their preferences. The current work explores how changes in the syntactical structure of the interaction with…

Artificial Intelligence · Computer Science 2021-11-04 Christian Hildebrand , Donna Hoffman , Tom Novak

Automatically generating videos in which synthesized speech is synchronized with lip movements in a talking head has great potential in many human-computer interaction scenarios. In this paper, we present an automatic method to generate…

Computer Vision and Pattern Recognition · Computer Science 2021-08-29 Xinsheng Wang , Qicong Xie , Jihua Zhu , Lei Xie , Scharenborg

The advent of large language models (LLMs) has made it possible to generate natural written dialogues between two agents. However, generating human-like spoken dialogues from these written dialogues remains challenging. Spoken dialogues…

Computation and Language · Computer Science 2023-10-03 Kentaro Mitsui , Yukiya Hono , Kei Sawada

Artificial intelligence (AI) is now widely used to facilitate social interaction, but its impact on social relationships and communication is not well understood. We study the social consequences of one of the most pervasive AI…

Human-Computer Interaction · Computer Science 2021-02-12 Jess Hohenstein , Dominic DiFranzo , Rene F. Kizilcec , Zhila Aghajari , Hannah Mieczkowski , Karen Levy , Mor Naaman , Jeff Hancock , Malte Jung

Speech synthesis is crucial for human-computer interaction, enabling natural and intuitive communication. However, existing datasets involve high construction costs due to manual annotation and suffer from limited character diversity,…

Computation and Language · Computer Science 2025-04-22 Xiang Li , Duyi Pan , Hongru Xiao , Jiale Han , Jing Tang , Jiabao Ma , Wei Wang , Bo Cheng

We have been working on speech synthesis for rakugo (a traditional Japanese form of verbal entertainment similar to one-person stand-up comedy) toward speech synthesis that authentically entertains audiences. In this paper, we propose a…

Audio and Speech Processing · Electrical Eng. & Systems 2020-10-23 Shuhei Kato , Yusuke Yasuda , Xin Wang , Erica Cooper , Junichi Yamagishi

The potential of synthetic data in text-to-speech (TTS) model training has gained increasing attention, yet its rationality and effectiveness require systematic validation. In this study, we systematically investigate the feasibility of…

Sound · Computer Science 2025-12-22 Tingxiao Zhou , Leying Zhang , Zhengyang Chen , Yanmin Qian