59,151 research outputs found

    Processing and Linking Audio Events in Large Multimedia Archives: The EU inEvent Project

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    In the inEvent EU project [1], we aim at structuring, retrieving, and sharing large archives of networked, and dynamically changing, multimedia recordings, mainly consisting of meetings, videoconferences, and lectures. More specifically, we are developing an integrated system that performs audiovisual processing of multimedia recordings, and labels them in terms of interconnected “hyper-events ” (a notion inspired from hyper-texts). Each hyper-event is composed of simpler facets, including audio-video recordings and metadata, which are then easier to search, retrieve and share. In the present paper, we mainly cover the audio processing aspects of the system, including speech recognition, speaker diarization and linking (across recordings), the use of these features for hyper-event indexing and recommendation, and the search portal. We present initial results for feature extraction from lecture recordings using the TED talks. Index Terms: Networked multimedia events; audio processing: speech recognition; speaker diarization and linking; multimedia indexing and searching; hyper-events. 1

    Desktop multimedia environments to support collaborative distance learning

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    Desktop multimedia conferencing, when two or more persons can communicate among themselves via personal computers with the opportunity to see and hear one another as well as communicate via text messages while working with commonly available stored resources, appears to have important applications to the support of collaborative learning. In this paper we explore this potential in three ways: (a) through an analysis of particular learner needs when learning and working collaboratively with others outside of face-to-face situations; (b) through an analysis of different forms of conferencing environments, including desktop multimedia environments, relative to their effectiveness in terms of meeting learner needs for distributed collaboration; and (c) through reporting the results of a formative evaluation of a prototype desktop multimedia conferencing system developed especially for the support of collaborative learning. Via these analyses, suggestions are offered relating to the functionalities of desktop multimedia conferencing systems for the support of collaborative learning, reflecting new developments in both the technologies available for such systems and in our awareness of learner needs when working collaboratively with one other outside of face-to-face situations

    Volitional-supported learning with Open Educational Resources

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    User-centred web applications such as Wikis or Weblogs are becoming increasingly popular. In contrast to the early Internet, these applications especially focus on the participation of people, on the creation, sharing and modifying of content and on an easy access. Based on this, they are assumed to contribute to self-regulated and life-long learning which is on the agenda of most industrialized countries throughout Europe. However, as shown in the recently published road mapping work of the Open E-Learning Content Observatory Services (OLCOS) project, comprehensive frameworks for learning processes that make use of Open Educational Resources (OER) are missing. In particular it remains unclear how OER can actually contribute to forms of self-regulated learning since this requires a great deal of volitional competence, i.e. the ability to deal with distractions and fluctuations of motivation or emotion which is therefore regarded as a crucial factor (Deimann & Keller, 2006). In this regard, the Volitional Design Model (Deimann, 2007) provides a useful instrument to unfold the potentials of OER by (1) targeting key aspects of the learner’s behaviour in the learning process, and (2) suggesting powerful strategies to tackle decreased motivation. An exemplified volitional design approach using OER will be discussed. (DIPF/Orig.
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