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The aim of this paper is twofold. First, we present a review of different recording options for gathering prosodic data in the event that fieldwork is impracticable (e.g. due to pandemics). Under this light, we mimic a long-distance reading…

Audio and Speech Processing · Electrical Eng. & Systems 2021-06-22 Giuseppe Magistro

Videoconferencing is now a frequent mode of communication in both professional and informal settings, yet it often lacks the fluidity and enjoyment of in-person conversation. This study leverages multimodal machine learning to predict…

Machine Learning · Computer Science 2025-03-11 Andrew Chang , Viswadruth Akkaraju , Ray McFadden Cogliano , David Poeppel , Dustin Freeman

When video is shot in noisy environment, the voice of a speaker seen in the video can be enhanced using the visible mouth movements, reducing background noise. While most existing methods use audio-only inputs, improved performance is…

Computer Vision and Pattern Recognition · Computer Science 2018-06-14 Aviv Gabbay , Asaph Shamir , Shmuel Peleg

Audiovisual representation learning typically relies on the correspondence between sight and sound. However, there are often multiple audio tracks that can correspond with a visual scene. Consider, for example, different conversations on…

Sound · Computer Science 2024-06-11 Nikhil Singh , Chih-Wei Wu , Iroro Orife , Mahdi Kalayeh

Lip-to-speech synthesis aims to generate speech audio directly from silent facial video by reconstructing linguistic content from lip movements, providing valuable applications in situations where audio signals are unavailable or degraded.…

Sound · Computer Science 2026-02-03 Jaejun Lee , Yoori Oh , Kyogu Lee

In this paper, we show how to use audio to supervise the learning of active speaker detection in video. Voice Activity Detection (VAD) guides the learning of the vision-based classifier in a weakly supervised manner. The classifier uses…

Computer Vision and Pattern Recognition · Computer Science 2016-03-30 Punarjay Chakravarty , Tinne Tuytelaars

As voice-based assistants such as Alexa, Siri, and Google Assistant become ubiquitous, users increasingly expect to maintain natural and informative conversations with such systems. However, for an open-domain conversational system to be…

Human-Computer Interaction · Computer Science 2020-06-04 Jason Ingyu Choi , Eugene Agichtein

As robotic arms become prevalent in industry it is crucial to improve levels of trust from human collaborators. Low levels of trust in human-robot interaction can reduce overall performance and prevent full robot utilization. We…

Robotics · Computer Science 2020-09-22 Richard Savery , Lisa Zahray , Gil Weinberg

In spoken communication, information is transmitted not only via words, but also through a rich array of non-verbal signals, including prosody--the non-segmental auditory features of speech. Do these different communication channels carry…

Computation and Language · Computer Science 2025-06-04 Tamar I. Regev , Chiebuka Ohams , Shaylee Xie , Lukas Wolf , Evelina Fedorenko , Alex Warstadt , Ethan G. Wilcox , Tiago Pimentel

Prosody -- the melody of speech -- conveys critical information often not captured by the words or text of a message. In this paper, we propose an information-theoretic approach to quantify how much information is expressed by prosody alone…

Computation and Language · Computer Science 2025-12-19 Aditya Yadavalli , Tiago Pimentel , Tamar I Regev , Ethan Wilcox , Alex Warstadt

Social VR has increased in popularity due to its affordances for rich, embodied, and nonverbal communication. However, nonverbal communication remains inaccessible for blind and low vision people in social VR. We designed accessible cues…

Human-Computer Interaction · Computer Science 2024-10-30 Crescentia Jung , Jazmin Collins , Ricardo E. Gonzalez Penuela , Jonathan Isaac Segal , Andrea Stevenson Won , Shiri Azenkot

The rapid spread of media content synthesis technology and the potentially damaging impact of audio and video deepfakes on people's lives have raised the need to implement systems able to detect these forgeries automatically. In this work…

Sound · Computer Science 2022-11-01 Luigi Attorresi , Davide Salvi , Clara Borrelli , Paolo Bestagini , Stefano Tubaro

While Virtual Reality (VR) systems have become increasingly immersive, they still rely predominantly on visual input, which can constrain perceptual performance when visual information is limited. Incorporating additional sensory…

Human-Computer Interaction · Computer Science 2025-09-16 Siyeon Bak , Dongyun Han , Inho Jo , Sun-Jeong Kim , Isaac Cho

This study examined which variables predicted the sense of presence (being there) in an immersive audio experience, with a focus on the impacts of immersion technology (headphones with spatialised sound versus speaker with 2D stereo sound),…

Human-Computer Interaction · Computer Science 2024-06-11 Isabelle Verhulst , Rich Hemming , Adam Ganz , James Bennett , Rachel Donnelly , Dawn Watling , Polly Dalton

Emotion recognition in speech presents a complex multimodal challenge, requiring comprehension of both linguistic content and vocal expressivity, particularly prosodic features such as fundamental frequency, intensity, and temporal…

Communicative gestures and speech acoustic are tightly linked. Our objective is to predict the timing of gestures according to the acoustic. That is, we want to predict when a certain gesture occurs. We develop a model based on a recurrent…

Human-Computer Interaction · Computer Science 2021-04-27 Fajrian Yunus , Chloé Clavel , Catherine Pelachaud

The goal of automatic dubbing is to perform speech-to-speech translation while achieving audiovisual coherence. This entails isochrony, i.e., translating the original speech by also matching its prosodic structure into phrases and pauses,…

Computation and Language · Computer Science 2022-04-07 Yogesh Virkar , Marcello Federico , Robert Enyedi , Roberto Barra-Chicote

Auditory display is concerned with the use of non-speech sound to communicate information. If the term seems at first oxymoronic, then consider auditory display as an activity of perceptualization, that is, the process of making perceptible…

Human-Computer Interaction · Computer Science 2013-11-25 Paul Vickers

When language is utilized as a medium to store and communicate sensory information, there arises a kind of radical virtual reality, namely "the realities that are reduced into the same sentence are virtual/equivalent." In the current era,…

Human-Computer Interaction · Computer Science 2024-12-04 Goki Muramoto , Yuri Yasui , Hirosuke Asahi

How human-like do conversational robots need to look to enable long-term human-robot conversation? One essential aspect of long-term interaction is a human's ability to adapt to the varying degrees of a conversational partner's engagement…

Human-Computer Interaction · Computer Science 2022-01-25 Maria Tsfasman , Avinash Saravanan , Dekel Viner , Daan Goslinga , Sarah de Wolf , Chirag Raman , Catholijn M. Jonker , Catharine Oertel