Design and Evaluation of a Voice-Controlled Elevator System to Improve the Safety and Accessibility

被引:0
|
作者
Gonzalez-Docasal, Ander [1 ,5 ]
Alonso, Jon [2 ]
Olaizola, Jon [3 ]
Mendicute, Mikel [3 ]
Franco, Maria Patricia [4 ]
Del Pozo, Arantza [1 ]
Aguinaga, Daniel [2 ]
Alvarez, Aitor [1 ]
Lleida, Eduardo [5 ]
机构
[1] Basque Res & Technol Alliance, Fdn Vicomtech, Donostia San Sebastian 20009, Spain
[2] Sstemas Elect SL, IKOR, Parque Empresarial Zuatzu, Donostia San Sebastian 20018, Spain
[3] Mondragon Univ, Elect & Comp Sci Dept, Arrasate Mondragon 20500, Spain
[4] Orona Corp, Hernani 20120, Spain
[5] Univ Zaragoza, Aragon Inst Engn Res, Zaragoza 50009, Spain
关键词
Elevators; Industrial electronics; Speech to text; Speech processing; Sensors; Safety; Noise measurement; Microphone arrays; Array signal processing; Software; Automatic speech recognition; embedded systems; human-machine interaction;
D O I
10.1109/OJIES.2024.3483552
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This work introduces the design and assessment of a voice-controlled elevator system aimed at facilitating touchless interaction between users and hardware, thereby minimizing contact and improving accessibility for individuals with disabilities. The research distinguishes three distinct deployment scenarios-on cloud, on edge, and embedded-with the ultimate goal of integrating the entire system into a low-resource environment on a custom carrier board. An objective evaluation measured acoustic conditions rigorously using a dataset of 2900 audio files recorded inside a laboratory elevator cabin featuring two internal coatings, five audio input devices, and under four distinct noise conditions. The study evaluated the performance of two Automatic Speech Recognition systems: Google's Speech-to-Text API and a Kaldi model adapted for this task, deployed using Vosk. In addition, latency times for these transcribers and two communication protocols were measured to enhance efficiency. Finally, two subjective evaluations on clean and noisy conditions were conducted simulating a real world scenario. The results, yielding 84.7 and 77.2 points, respectively, in a System Usability Scale questionnaire, affirm the reliability of the presented prototype for industrial deployment.
引用
收藏
页码:1239 / 1250
页数:12
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