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Open AccessProceedings ArticleDOI

Voxento 2.0: A Prototype Voice-controlled Interactive Search Engine for Lifelogs

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TLDR
Voxento was developed as an initial prototype of a pervasive computing system that can be deployed for wearable technologies such as Google Glass and has been optimised for use with a desktop computer in order to be competitive at the LSC'20 challenge.
Abstract
In this paper, we describe an extended version of Voxento which is an interactive voice-based retrieval system for lifelogs that has been developed to participate in the fourth Lifelog Search Challenge LSC'21, at ACM ICMR'21. Voxento provides a spoken interface to the lifelog dataset, which facilitates a novice user to interact with a personal lifelog using a range of vocal commands and interactions. For the version presented here, Voxento has been enhanced with new retrieval features and better user interaction support. In this paper, we introduce these new features, which include dynamic result filtering, predefined interactive responses and the development of a new retrieval API. Although Voxento was proposed for wearable technologies such as Google Glass or interactive devices like smart TVs, the version of Voxento presented here uses a desktop computer in order to participate in the LSC'21 competition. In the current Voxento iteration, the user has the option to enable voice interaction or use standard text-based retrieval.

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Proceedings ArticleDOI

Myscéal 2.0: A Revised Experimental Interactive Lifelog Retrieval System for LSC'21

TL;DR: In this article, the authors presented Mysceal 2.0 system for the Lifelog Search Challenge'21 with the improved features inspired by the novice users experiments, which achieved more than half of the expert score on average.
Proceedings ArticleDOI

Interactive Multimodal Lifelog Retrieval with vitrivr at LSC 2021

TL;DR: Vitrivr as mentioned in this paper is a long-time participant in the Lifelog Search Challenge (LSC) with a focus on new functionality, such as image stabilisation module which is added prior to the feature extraction to reduce the image degradation caused by lifelogger movements.
Proceedings ArticleDOI

Enhanced SOMHunter for Known-item Search in Lifelog Data

TL;DR: SOMHunter as mentioned in this paper represents a modern light-weight framework for known-item search in datasets of visual data like images or videos, which combines an effective W2VV++ text-to-image search approach, a traditional Bayesian like model for maintenance of relevance scores influenced by positive examples, and several types of exploration and exploitation displays.
Proceedings ArticleDOI

lifeXplore at the Lifelog Search Challenge 2021

TL;DR: In 2018, the Lifelog Search Challenge (LSC) continued to rise in popularity as an interactive lifelog data retrieval competition, co-located at the ACM International Conference on Multimedia Retrieval.
References
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Journal ArticleDOI

MyLifeBits: a personal database for everything

TL;DR: Developing a platform for recording, storing, and accessing a personal lifetime archive for individuals to record, store, and access their history.
Book

Lifelogging: Personal Big Data

TL;DR: This review aims to provide a comprehensive summary of lifelogging, to cover its research history, current technologies, and applications, and reflect on the challenges lifelogged poses for information access and retrieval in general.

Automatic Speech Recognition - A Brief History of the Technology Development

TL;DR: Based on major advances in statistical modeling of speech in the 1980s, automatic speech recognition systems today find widespread application in tasks that require a human-machine interface, such as automatic call processing in the telephone network and query-based information systems that do things like provide updated travel information, stock price quotations, weather reports, etc.
Journal ArticleDOI

‘Outlines of a World Coming into Existence’: Pervasive Computing and the Ethics of Forgetting

TL;DR: In this article, the authors examine the potential of pervasive computing to create widespread societal and ethical implications through the development of lifelogs; they argue that forgetting is an emancipatory process that will free pervasive computing from burdensome and perniciousdisciplinary effects.
Journal ArticleDOI

Lifelogging: Privacy and empowerment with memories for life

TL;DR: It is argued that some of the privacy concerns are overblown, and that much research and commentary on lifelogging has made the unrealistic assumption that the information gathered is for private use, whereas, in a more socially-networked online world, much of it will have public functions and will be voluntarily released into the public domain.
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