助听器处理对与情绪语音相关的声学特征的影响:正常听力听众的声学分析和感知
1ORCA Labs, Lynge, Denmarkfrederic.marmel@wsa.com, dina.lelic@wsa.com.
JASA express letters
|September 10, 2025
概括
助听器的处理并不妨碍从语音声学或听众感知来预测情绪. 愤怒和悲伤是最容易预测的,而幸福和恐惧是最准确的感知.
科学领域:
- 语音声学 语音声学 语音声学
- 听觉感知是一种听觉感知.
- 人与计算机的互动.
背景情况:
- 助听器 (HA) 处理可能会改变声音线索,这对语言中的情感表达至关重要.
- 了解HA处理对情感感知的影响对于用户体验至关重要.
研究的目的:
- 调查HA处理是否有不同延迟,从语音声学特征影响情绪预测.
- 评估HA处理如何影响语言中感知到的情绪.
- 在HA条件下确定预测和感知情绪之间的对齐.
主要方法:
- 分析与语音情感相关的声学特征.
- 使用声学特征进行情绪预测建模.
- 情绪预测准确度与HA处理和没有HA处理的比较.
- 听力正常的听众对感知到的情绪的评估.
主要成果:
- 愤怒和悲伤是从声学特征中最可预测的情绪.
- 幸福和恐惧是听众最准确感知到的情绪.
- 无论延迟时间如何,HA处理并没有显著影响声学对情绪的可预测性.
- 处理HA并没有对语言中情绪的感知产生负面影响.
结论:
- 标准和短延迟的HA处理不会损害情感语言的声学特色.
- 从语音声学和听众感知中预测情绪,尽管HA信号发生了修改,但仍然很强大.
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