量化听觉分辨对语音感知影响的量化
Jiayue Liu1, Joshua Stohl2, Enrique A Lopez-Poveda3,4,5
1Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
Trends in hearing
|January 31, 2024
概括
听觉脱差,或内耳神经连接的损失,显著恶化语音感知,特别是在杂的环境中. 这项研究模拟了这些效应,以帮助评估听力损失.
科学领域:
- 听觉神经科学 听觉神经科学
- 语音感知 语音感知
- 计算审计建模计算审计建模
背景情况:
- 研究表明,听觉外围的形态变化可能会在噪音中导致听力困难,尽管在安静中听力值正常.
- 耳突触 (内耳神经损伤) 可能导致听觉神经的脱差和信号传输到大脑的受损.
研究的目的:
- 用生理学启发的编码解码模型量化人类听觉脱差的感知后果.
- 评估不同程度的脱差如何影响在安静和噪音条件下语音感知.
主要方法:
- 开发了一个编码解码模型,模拟听觉外围处理和听觉神经活动.
- 训练解码阶段,从模拟的神经数据中再生语音刺激.
- 测量了静音和噪音中的语音感知值,作为模拟的差异化水平的函数.
主要成果:
- 语音感知值明显恶化,分辨率超过90%.
- 与安静相比,在杂的背景下,对语音感知的负面影响更为明显.
- 该模型成功地复制了噪音中受损的语音感知,并保持了安静中的感知.
结论:
- 编码解码模型有效量化了听觉分辨的感知效应.
- 这个模型可以作为一个工具来评估个人的听觉分化程度.
- 研究结果强调了完整的听觉神经功能对于强大的语音理解的关键作用,特别是在具有挑战性的听力环境中.
相关概念视频
Auditory Pathway
5.4K
Auditory pathways constitute the complex neural circuits responsible for transmitting and interpreting auditory information from the peripheral auditory system to the brain. Sound waves are initially captured by the outer ear, funneled through the ear canal, and reach the tympanic membrane (eardrum). These vibrations are transmitted via the middle ear's ossicles to the inner ear's cochlea.
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
When viewed cross-sectionally, the cochlea reveals the scala vestibuli and scala tympani flanking...
5.4K
Hearing
52.3K
When we hear a sound, our nervous system is detecting sound waves—pressure waves of mechanical energy traveling through a medium. The frequency of the wave is perceived as pitch, while the amplitude is perceived as loudness.
52.3K
Higher Mental Functions of the Brain: Language
855
Language is a system of communication that allows the expression of thoughts, ideas, and feelings. The brain processes language in both hemispheres.
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
Language formation and comprehension take place in the dominant hemisphere. The dominant hemisphere is responsible for understanding the meaning of spoken, written, or sign language, as well as the ability to communicate. For most people, the left hemisphere is the dominant one. The right hemisphere, then, gives tone and emotional context to the...
855
Auditory Perception
339
The auditory system is essential for sound perception, utilizing various critical structures. When sound waves enter the outer ear, they travel through the ear canal and cause the eardrum to vibrate. These vibrations are then transmitted to the middle ear, where three tiny bones – the malleus, incus, and stapes – amplify the sound. This amplification is crucial, as it ensures that the sound vibrations are strong enough to be conveyed to the inner ear. These vibrations then reach the...
339
Perceiving Loudness, Pitch, and Location
212
The human brain perceives pitch through two primary mechanisms reflected in place theory and frequency theory. Each mechanism describes how sound waves are interpreted as specific pitches by the brain, offering insights into the intricate processes of auditory perception.
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by...
Place theory, or place coding, suggests that different pitches are heard because various sound waves activate specific locations along the cochlea's basilar membrane. The brain determines the pitch of a sound by...
212
Olfactory Receptors: Location and Structure
9.2K
The process of olfaction, also known as the sense of smell, is a sophisticated chemical response system. The specialized sensory neurons that facilitate this process, known as olfactory receptor neurons, are situated in an upper segment of the nasal cavity, known as the olfactory epithelium. Olfactory sensory neurons are bipolar, with their dendrites extending from the epithelium's apex into the mucus that lines the nasal cavity. Airborne molecules, when inhaled, traverse the olfactory...
9.2K


