Towards Non-intrusive Speech Quality Assessment for Modern Telecommunications

نویسندگان

  • D. Picovici
  • A. E. Mahdi
چکیده

In a competitive telecommunication market where price differentials have been minimized, quality of service (QoS) has become very important. Speech quality is a major dimension of perceived QoS, and the ability to monitor and design for this quality is a top priority. Traditionally, the perceived quality of speech has been measured by expensive and time-consuming subjective listening tests. Over the last decade, numerous attempts have been made to supplement subjective tests with objective estimators of perceived speech quality. This paper presents issues involved in modern objective speech quality assessment systems, in regard to their practicality, efficiency and accuracy. It also identifies the necessity for a non-intrusive, output-only based technique, and outlines some new ideas that could be utilised to develop an assessment method that uses only the output or the degraded speech signal.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Non-Intrusive Speech Quality with Different Time Scale

Speech quality evaluation is an extremely important problem in modern communication networks. Service providers always strive to achieve a certain Quality of Service (QoS) in order to ensure customer satisfaction. Modeling the speech quality becomes an urgent issue. In this project a computable model for different time scale speech quality evaluation, called E-Model is developed. The results in...

متن کامل

Non-Intrusive Estimation Model for the Speech-Quality Dimension Loudness

In this article, we present an approach towards a new nonintrusive speech quality estimator. The proposed method facilitates the evaluation of speech telephony services and provides diagnostic information by assessing dimensions of the perceptual quality space. One of these quality dimensions is Loudness, which describes a non optimal sound level. As an important part of the proposed model, a n...

متن کامل

Real-Time, Non-intrusive Evaluation of VoIP

Speech quality, as perceived by the users of Voice over Internet Protocol (VoIP) telephony, is critically important to the uptake of this service. VoIP quality can be degraded by network layer problems (delay, jitter, packet loss). This paper presents a method for real-time, non-intrusive speech quality estimation for VoIP that emulates the subjective listening quality measures based on Mean Op...

متن کامل

A Bayesian approach to non-intrusive quality assessment of speech

A Bayesian approach to non-intrusive quality assessment of narrow-band speech is presented. The speech features used to assess quality are the sample mean and variance of bandpowers evaluated from the temporal envelope in the channels of an auditory filter-bank. Bayesian multivariate adaptive regression splines (BMARS) is used to map features into quality ratings. The proposed combination of fe...

متن کامل

Human Perception in Speech Processing

The emergence of heterogeneous networks and the rapid increase of Voice over IP (VoIP) applications provide important opportunities for the telecommunications market. These opportunities come at the price of increased complexity in the monitoring of the quality of service (QoS) and the need for adaptation of transmission systems to the changing environmental conditions. This thesis contains thr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2001