Speech quality measure for voIP using wavelet based bark coherence function
نویسندگان
چکیده
The Bark Coherence Function (BCF) [1] defines a coherence function with loudness speech as a new cognition module, robust to linear distortions due to the analog interface of digital mobile system. Preliminary experiments have shown the superiority of BCF over current measures. In this paper, a new BCF suitable for VoIP is developed. The new BCF is based on the wavelet series expansion that provides good frequency resolution while keeping good time locality. The proposed Wavelet based Bark Coherence Function (WBCF) is robust to variable delay often observed in internet telephony such as VoIP. We also show that the refinement of time synchronization after signal decomposition can improve the performance of the WBCF. The regression analysis was performed with VoIP speech data. The correlation coefficients and the standard error of estimates computed using the WBCF showed noticeable improvement over the PSQM that is recommended by ITU-T.
منابع مشابه
A New Method for Speech Enhancement Based on Incoherent Model Learning in Wavelet Transform Domain
Quality of speech signal significantly reduces in the presence of environmental noise signals and leads to the imperfect performance of hearing aid devices, automatic speech recognition systems, and mobile phones. In this paper, the single channel speech enhancement of the corrupted signals by the additive noise signals is considered. A dictionary-based algorithm is proposed to train the speech...
متن کاملThe Effect of Rainfall Parameters on Runoff Using Wavelet Coherence Measure
In this research wavelet coherence measure is implemented for evaluating the relations and effect of rainfall parameters over many years on runoff fluctuations that is for testing proposed linkages between two time series. In this way, monthly Hydro climatological as 3 rainfall stations, one runoff in the outlet of Ardabil plain were used. The results illustrate that 8-12 and 8-16 month modes o...
متن کاملA bark coherence function for perceived speech quality estimation
A new methodology for perceptual quality measure is presented. The new method defines the bark coherence function (BCF) as a new cognition module. False prediction errors are occasionally observed in previously developed perceptual measures when they are applied to the end-to-end speech quality measurement of communication systems. Those errors are mainly caused by the linear distortion of the ...
متن کاملScalable Hybrid Speech Codec for Voice over Internet Protocol Applications
With the advent of various web-based applications and the fourth generation (4G) access technology, there has been an exponential growth in the demand of multimedia service delivery along with speech signals in a voice over internet protocol (VoIP) setup. Need is felt to fine-tune the conventional speech codecs deployed to cater to the modern environment. This fine-tuning can be achieved by fur...
متن کاملDual channel speech enhancement using coherence function and MDL-based subspace approach in bark domain
A novel algorithm for dual channel speech enhancement is presented. It combines the coherence function and a subspace approach in the Bark domain together with an optimal subspace selection through the minimum description length (MDL) criterion. The coherence function allows one to exploit the spatial diversity of the sound field. The processing in the Bark domain permits to take into account o...
متن کامل