In this paper we present selected results from a study of the voicing profiles of consonants in five languages, viz. Mandarin Chinese, German, Hindi, Mexican Spanish, and Italian. We will focus here on the voicing properties of stop closures in these languages. The voicing profile is defined as the frame-by-frame voicing status of a speech sound in continuous speech. We propose statistical models that predict the probability of voicing from phone identity, neighbouring phones, and positional and prosodic factors. 1. INTRODUCTION This paper investigates the voicing properties of stops by means of voicing profiles: the frame-by-frame voicing probability through- out the duration of stop closures. The voicing profiles reveal the dynamics of voicing status changes and thereby facilitate further investigations of contextual effects on voicing. The motivation of this study originally comes from appli- cations in speech technologies, such as speech synthesis, speech recognition, and automatic speech segmentation. Some applica- tions in these domains are sensitive to the discrepancies between the assumed (often phonological) specification of a speech sound and its acoustic realization. The phonological specification of voic- ing, represented as a binary distinction of (+voice) or (-voice) over the domain of the entire speech sound (2) is a particularly trou- blesome feature when it comes to feature-to-data matching, when the state of vocal cord vibration is subject to the delicate balance of many factors (16, 10, 1, 15, 11, 9). Such discrepancies are of course well-known, and have been a major motivation driving the research of voice onset time (VOT) (8, 7) in search of a better cri- terion than the distinctive feature to differentiate the stop series in a given language. The VOT research has been successfully applied cross-linguistically (4, 6, 14, 12, 3). As more information becomes available in addition to VOT, such as the voicing trajectory along the entire stop closure duration, we expect a better understanding of the factors affecting voicing contrasts, and improvement in speech related applications. This is the starting point of the current paper. We will compare the voicing profiles of the stop closures in five languages, viz. Mandarin Chinese, German, Hindi, Mexican Spanish, and Italian, and discuss the effects of aspiration, preceding phone context and following phone context, and prosodic factors where available. The study is part of a larger project that investigates the voicing profiles of consonants in a cross-linguistic framework (see also (13)).