模拟空间条件和回声对语音可理解性预测准确性的影响
Merle Gerken1, Christopher F Hauth1, Birger Kollmeier1
1Medizinische Physik and Cluster of Excellence Hearing4all, Carl von Ossietzky Universität Oldenburg, Germany.
Hearing research
|September 1, 2025
概括
听力区分实验模拟框架 (FADE) 准确地预测正常听力听众在复杂的声音环境中的语音可理解性. 然而,它需要进一步开发,以充分考虑反响效应.
科学领域:
- 听力学
- 听力学
- 语音感知
背景情况:
- 复杂的声学场景挑战了听力设备的评估.
- 语音可理解性模型有助于预测声音环境的影响.
- 模型必须考虑源数,空间配置和反响.
研究的目的:
- 验证听力区分实验 (FADE) 的双耳模拟框架,用于语音可理解性预测.
- 评估FADE在复杂的音响场景中的性能,其空间配置和回声各不相同.
- 将FADE的预测与正常听力听众数据和双耳语音可理解模型 (BSIM) 进行比较.
主要方法:
- 这是FADE模型的双耳实现.
- 在十个不同空间复杂度的音响场景中进行测试,
- 将FADE预测与听众数据和BSIM预测进行比较.
主要成果:
- 在无声条件下,FADE准确地预测了干扰子星座的影响 (R2 ≥0. 90).
- 在声条件下,FADE和BSIM都正确预测了空间影响的减少.
- 声响对语音可理解性的不利影响比FADE预测的要大.
结论:
- 在复杂的环境中,FADE有效地预测声音源排列对正常听力听众的语音可理解性的影响.
- 在不需要单独的语音/噪音输入或引用的情况下,FADE显示了与BSIM相似的性能.
- FADE需要增强以准确地建模反响对语音可理解性的负面影响.
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