Quality enhancement of coded and corrupted speeches in GSM mobile systems using residual redundancy
نویسندگان
چکیده
In GSM system, speech is coded in frames. Here the redundancy is characterized mainly by the statistical correlation among certain temporally neighboring coefficients or bits. In our investigations the redundancy among bits is first utilized to realize a source-controlled channel decoding [2], so that the bit error rate can be further reduced. Then based on the redundancy among coefficients an improved criterion for frame error detection is developed for GSM full rate speech transmission. As a result, both subjective and objective performance gains can be obtained, especially in a noisy transmission environment. There is often residual redundancy remaining in coded speech data, even if a powerful speech codec (e.g. the full rate coder used in GSM mobile communications) is employed. By using such redundancy together with the information provided by the channel decoder, such as soft output (L-value), the number of channel bits inverted by the decoder, or a cyclic redundancy check, the bit error rate can be further reduced and a more graceful degradation of speech quality can be achieved, especially under bad channel conditions. In this paper, we report on the study with regard to this aspect for GSM full rate speech transmission and error concealment. The algorithms developed can be easily implemented with a currently available DSP designed for GSM mobile phones. 2. GSM FULL RATE SPEECH AND CHANNEL CODING The GSM full rate speech and channel coding scheme are briefly explained here. Stress is placed on what is relevant for this work. The GSM speech coding is done in 3 steps (see Figure 1).
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 کاملSource Controlled Channel Decoding for Gsm-amr Speech Transmission with Voice Activity Detection (vad)
Ideally, in general any speech encoder should completely remove the redundancy which is present at the input, still there is some residual redundancy remaining in coded speech data even after applying a powerful speech codec. The main goal of Source Controlled Channel Decoding (SCCD) is to improve the performance of the of channel decoder by using this redundancy of speech encoded data. Till no...
متن کاملIterative source and channel decoding for GSM
When transmitting speech signals, residual redundancy is still left in the signal after source coding, due to limited complexity of the coding algorithms and delay constraints. This redundancy expresses in correlations inside one frame as well as in a time correlation of subsequent speech frames. The method of iterative channel and source decoding applied in this paper is based on exploiting th...
متن کاملRobust speech decoding: a universal approach to bit error concealment
In digital mobile communication systems there is the need for reducing the subjective e ects of residual bit errors which have not been eliminated by channel decoding by the use of error concealment techniques. Due to the fact that most standards do not specify these algorithms bit exactly, there is room for new solutions to improve the speech quality. This contribution develops a new approach ...
متن کاملSustainable Information Exchange and Market Access: Use of Mobile Phone in the Marketing of Food Crops by Farming Households in Rural South East Nigeria
The place of information in addressing market access and participation limitation, which hinders farmer’s welfare and poverty reduction efforts in many developing countries, cannot be over-emphasized. This study therefore examined the use of mobile phone in the marketing of food crops among farming households in rural south east, Nigeria. A multi stage sampling procedures was used in the select...
متن کامل