Correlation analysis of the speech multiscale product for the open quotient estimation
نویسندگان
چکیده
This article proposes a multiscale product (MP)-based method for estimating the open quotient (OQ) from the speech waveform. The MP is operated by calculating the wavelet transform coefficients of the speech signal at three scales and then multiplying them. The resulting MP signal presents negative peaks informing about the glottis closure, and positive ones informing about the glottis opening. Taking into account the shape of the speech MP close to the derivative of electroglottographic (EGG) signal, we proceed to a correlation analysis for the fundamental frequency and OQ measurement. The approach validation is done on voiced parts of the Keele University database by calculating the absolute and relative errors between the OQ estimated from the speech and the corresponding EGG signals. When considering the mean OQ over each voiced segments, results of our test show that OQ is estimated within an absolute error from 0.04 to 0.1 and a relative error from 8 to 21% for all the speakers. The approach is not so performant when the evaluation concerns the OQ frame-by-frame measurements. The absolute error reaches 0.12 and the relative error 30%.
منابع مشابه
Multiscale product correlation for the open quotient estimation from the noisy speech signal
متن کامل
Effects of a New Voicing Parameter on Pathological Voice Discrimination by SVM
In this paper, we introduce new voicing parameters to describe the speech signal and we study their effects on the classification of disordered voices. These parameters concern the fundamental frequency and the open quotient. The open quotient is defined as the ratio of the open phase by the pitch period. These parameters are calculated using the multiscale product method (MPM). The classificat...
متن کاملGlottal parameters estimation on speech using the zeros of the z-transform
This paper presents a method for the joint estimation of the open quotient and the asymmetry quotient of the open phase of the glottal flow on speech. An algorithm based on a source/filter decomposition (the Zeros of the Z Transform ZZT) is presented. This algorithm is first tested on a database of sustained vowels spoken at different voice qualities, then on running speech. Results are evaluat...
متن کاملEFL Teachers’ Adversity Quotient, Personal Growth Initiative, and Pedagogical Success
This study investigated the relationship among Iranian English teachers’ adversity quotient, personal growth initiative, and pedagogical success. The participants comprised 28 male and female English teachers and a total of 336 male and female EFL learners who attended the abovementioned teachers’ classes (12 for each teacher). Stoltz’ (1997) Adversity Response Profile (ARP) and Robitsc...
متن کامل$L$-Topological Spaces
By substituting the usual notion of open sets in a topological space $X$ with a suitable collection of maps from $X$ to a frame $L$, we introduce the notion of L-topological spaces. Then, we proceed to study the classical notions and properties of usual topological spaces to the newly defined mathematical notion. Our emphasis would be concentrated on the well understood classical connectedness...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- EURASIP J. Audio, Speech and Music Processing
دوره 2011 شماره
صفحات -
تاریخ انتشار 2011