کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6960719 1452003 2018 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Speech excitation signal recovering based on a novel error mitigation scheme under erasure channel conditions
ترجمه فارسی عنوان
سیگنال تحریک گفتار بر اساس یک روش کاهش خطای جدید تحت شرایط کانال پاک کردن
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
چکیده انگلیسی
Voice over IP (VoIP) communications are prone to transmission delays and data losses as they are carried out over packet-switched networks which are unable to guarantee real-time packet delivery. Speech codecs used in these channels strongly rely on Packet Loss Concealment (PLC) algorithms, the performance of which can be compromised as frame losses often occur in bursts. Thus, advanced PLC algorithms for erasure channels have already been proposed in the literature but these frequently focus on the speech envelope disregarding the excitation signal. In this paper we propose an error mitigation scheme focused on the estimation of this excitation signal whenever lost frames appear. These estimates are obtained by applying a minimum mean square error (MMSE) estimation technique based on the last correctly received frame. To this end an excitation signal's representation and quantization approach which compares the resulting synthesized signal with the original speech one is considered. In addition, we propose the combination of this approach with a recursive least squares (RLS) technique which provides a better excitation signal estimate for the first lost consecutive frames. The proposed error mitigation scheme has been tested on the iLBC codec, where objective and subjective tests have shown a noticeable improvement on speech quality for transmissions over erasure channels.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Speech Communication - Volume 97, March 2018, Pages 73-80
نویسندگان
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