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Assessing speech dysfunction using BOLD and acoustic analysis in parkinsonism

机译:使用BOLD和声学分析评估帕金森病患者的言语功能障碍

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Speech dysfunction is often associated with parkinsonism (Parkinson's disease (PD), Multiple System Atrophy (MSA), and Progressive Supranuclear Palsy (PSP)), along with characteristic motor features. Any or all of the following i.e. respiratory, phonatory, resonatory, or articulatory components of speech production may be affected. Articulatory imprecision, repetition of syllables (tachyphrenia), and tremor of oropharyngeal structures add to speech unintelligibility. We studied acoustics using spectrogram and its correlation with BOLD activation during voice/speech production across these subjects. Methods: BOLD studies were conducted on 108 subjects (29 PD, 20 MSA and 19 PSP and 40 controls) on 1.5T MR scanner using 130 dynamics. Active phase involved acquisition (10 volumes each) of audible reading of visually presented bi-syllabic meaningful Hindi simple words (5 types of non-nasal stop consonant categories, i.e. namely velars, palatals, retroflexes, dentals, bilabials and one nasal stop consonant) with interleaved silence during baseline. The subjects' voice samples were analyzed for acoustic parameters, namely formant frequencies of the adjoining vowels, voice onset time (VOT), and intensities using spectrogram. Correlation of BOLD activation in different brain areas with acoustic parameters was evaluated. Results: Voice intensity was significantly lowered, while VOTs were delayed in these patients as compared to healthy controls. All acoustic parameters were significantly affected for nasal consonants. BOLD activation correlated positively in primary motor cortex to VOTs, while F2 formants to activation of supplementary motor area. Conclusion: The differences in the acoustic quality of various stop consonants in patients may be helpful in differentiating these three parkinsonian disorders.
机译:言语功能障碍通常与帕金森综合症(帕金森氏病(PD),多系统萎缩症(MSA)和进行性核上性麻痹(PSP))有关,并伴有典型的运动功能。以下任何或全部(即语音产生的呼吸,发声,共鸣或发音成分)可能会受到影响。发音不精确,音节重复(心动过速)和口咽结构震颤增加了语音的清晰度。我们研究了使用频谱图的声学及其在这些对象的语音/语音生成过程中与BOLD激活的相关性。方法:在1.5T MR扫描仪上使用130种动力学方法对108位受试者(29名PD,20名MSA和19名PSP和40名对照)进行了BOLD研究。活动阶段涉及以视觉方式呈现的双音节有意义的印地语简单单词(5种类型的非鼻中止辅音类别,即:胎膜,lat,后屈,牙齿,双唇和一个鼻中止辅音)的可听读(每册10册)在基线期间交织的沉默。使用频谱图分析对象的语音样本的声学参数,即相邻元音的共振峰频率,语音开始时间(VOT)和强度。评估了不同大脑区域BOLD激活与声学参数的相关性。结果:与健康对照组相比,这些患者的语音强度显着降低,而VOT延迟。鼻辅音的所有声学参数均受到显着影响。大胆激活在初级运动皮层中与VOT呈正相关,而F2共振峰与辅助运动区的激活呈正相关。结论:患者各种终止子音质的差异可能有助于区分这三种帕金森病。

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