scholarly journals Line Spectral Frequency-based Noise Suppression for Speech-Centric Interface of Smart Devices

2011 ◽  
Vol 11 (4) ◽  
pp. 3-8 ◽  
Author(s):  
G. J. JANG ◽  
J. S. PARK ◽  
J. H. KIM ◽  
Y. H. SEO
Keyword(s):  
Noise Suppression ◽  
Smart Devices ◽  
Spectral Frequency ◽  
Line Spectral Frequency

LPC AND ITS DERIVATIVES FOR STUTTERED SPEECH RECOGNITION

2015 ◽  
Vol 77 (18) ◽  
Author(s):  
Sabur Ajibola Alim ◽  
Nahrul Khair Alang Rashid ◽  
Wahju Sediono ◽  
Nik Nur Wahidah Nik Hashim
Keyword(s):  
Feature Extraction ◽  
Linear Prediction ◽  
Misclassification Rate ◽  
Speech Pathology ◽  
Normal Flow ◽  
University College London ◽  
Linear Prediction Coefficient ◽  
Prediction Coefficient ◽  
Spectral Frequency ◽  
Line Spectral Frequency

Stuttering or stammering is disruptions in the normal flow of speech by dysfluencies, which can be repetitions or prolongations of phoneme or syllable. Stuttering cannot be permanently cured, though it may go into remission or stutterers can learn to shape their speech into fluent speech with an appropriate speech pathology treatment. Linear Prediction Coefficient (LPC), Linear Prediction Cepstral Coefficient (LPCC) and Line Spectral Frequency (LSF) were used for the feature extraction, while Multilayer Perceptron (MLP) was used as the classifier. The samples used were obtained from UCLASS (University College London Archive of Stuttered Speech) release 1. The LPCC-MLP system had the highest overall sensitivity, precision and the lowest overall misclassification rate. LPCC-MLP system had challenges with F3, the sensitivity of the system to F3 was negligible, similarly, the precision was moderate and the misclassification rate was negligible, but above 10%. 

Improved line spectral frequency estimation through anti-aliasing filtering

2006 ◽  
Vol 153 (5) ◽  
pp. 610 ◽  
Author(s):  
K. Al-Naimi ◽  
S. Villette ◽  
A. Kondoz ◽  
A.P. Heikkinen
Keyword(s):  
Frequency Estimation ◽  
Spectral Frequency ◽  
Line Spectral Frequency

Efficient binary search space-structured VQ encoder applied to a line spectral frequency quantisation in G.729 standard

2016 ◽  
Vol 10 (10) ◽  
pp. 1183-1188 ◽  
Author(s):  
Tzu-Hung Lin ◽  
Shun-Chieh Chang ◽  
Cheng-Yu Yeh ◽  
Shaw-Hwa Hwang
Keyword(s):  
Search Space ◽  
Binary Search ◽  
Spectral Frequency ◽  
Line Spectral Frequency

An Efficient Line Spectral Frequency Quantization Method in G.729 Speech Codec

2012 ◽  
Vol 9 (1) ◽  
pp. 885-889
Author(s):  
Cheng-Yu Yeh ◽  
Chun-Cheng Lin ◽  
Long-Jhe Yan
Keyword(s):  
Quantization Method ◽  
Speech Codec ◽  
Spectral Frequency ◽  
Line Spectral Frequency
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