大切除术患者的语音和现代语音独立自动语音识别平台的表现在日语中
Ahmed Sameir Mohamed Ali1, Keita Masaki2, Mariko Hattori1
1Department of Advanced Prosthodontics, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan.
Journal of oral rehabilitation
|August 13, 2024
概括
自动语音识别 (ASR) 系统在牙切除术患者缺少阻塞器的情况下扎,显示出高错误率. 改进的ASR技术对于这个患者群体来说至关重要,以提高语音识别的准确性.
科学领域:
- 语音和听力科学 语言和听力科学
- 生物医学工程 生物医学工程
- 康复技术 康复技术 康复技术
背景情况:
- 自动语音识别 (ASR) 为残疾人提供了潜在的独立性.
- 大切除术患者的语音听力受损面临着当前ASR技术的挑战.
研究的目的:
- 评估日本大切除术患者的三个ASR平台的性能.
- 为了比较ASR准确度,并没有使用语音阻塞器.
主要方法:
- 分析了29名大切除术患者和17名对照患者的语音样本.
- 音节错误率 (SER) 通过将ASR输出与原始文本进行比较来计算.
- 进行了传统的语音可理解性和表达性评估.
主要成果:
- 与对照组相比,大切除术患者的ASR准确性明显较低.
- 患有阻塞器的患者表现出更好的ASR性能,以及可理解性和SER之间的相关性.
- 没有阻塞器的患者经历了高的SER,特定的母音和辅音声音更容易出错.
结论:
- 目前的ASR平台在很大程度上无法在没有阻塞器的情况下用于大切除术患者.
- 要适应这种患者群体,需要对ASR系统设计进行重大改进.
- 需要适应ASR技术,以解决因大切除术引起的语音变异.
关键词:
为残疾人提供沟通辅助工具.口腔中的瘤.palatal obturators palatal obturators palatal obturators palatal obturators palatal obturators palatal obturators palatal obturators palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator palatal obturator 是一个字幕的意思是康复康复康复康复康复康复语音的可理解性 语音的可理解性语音识别软件是一种语音识别软件.相关概念视频
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