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Voxento-Pro: An Advanced Voice Lifelog Retrieval Interaction for Multimodal Lifelogs

Published: 18 June 2024 Publication History

Abstract

We present an advanced version called Voxento-Pro which is an interactive voice-based lifelog retrieval system. This system has been developed to participate in the seventh ACM Lifelog Search Challenge LSC'24, at ICMR'24 in Thailand. In Voxento-Pro, we introduce a conversational query methodology by utilising OpenAI's Assistant API and employ OpenAI's Whisper technology for state-of-the-art speech recognition and synthesis. This novel version features a more natural interaction mechanism, which enhances the user's experience. In addition, the user interface (UI) was redesigned and introduced a new chat interface and other components. The backend retrieval API was rebuilt with a new technology to support fast and efficient API interactions. Data processing of the lifelog data resulted in about 20% of non-important images being identified and 27% of missing data being filled with Geocoding APIs.

References

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Cited By

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  • (2024)Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24Proceedings of the 2024 International Conference on Multimedia Retrieval10.1145/3652583.3658891(1334-1335)Online publication date: 30-May-2024

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Information

Published In

cover image ACM Conferences
LSC '24: Proceedings of the 7th Annual ACM Workshop on the Lifelog Search Challenge
June 2024
128 pages
ISBN:9798400705502
DOI:10.1145/3643489
This work is licensed under a Creative Commons Attribution International 4.0 License.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 June 2024

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Author Tags

  1. lifelog
  2. interactive retrieval
  3. voice interaction
  4. conversational search

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  • Research-article

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  • Insight Centre for Data Analytics
  • Vistamilk SFI Research Centre
  • Ministry of Education in Saudi Arabia

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LSC '24
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View all
  • (2024)Introduction to the Seventh Annual Lifelog Search Challenge, LSC'24Proceedings of the 2024 International Conference on Multimedia Retrieval10.1145/3652583.3658891(1334-1335)Online publication date: 30-May-2024

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