Matches in SemOpenAlex for { <https://semopenalex.org/work/W161012324> ?p ?o ?g. }
Showing items 1 to 89 of
89
with 100 items per page.
- W161012324 abstract "Speech emotion recognition is one of the latest challenges in speech processing and Human Computer Interaction (HCI) in order to address the operational needs in real world applications. Besides human facial expressions, speech has proven to be one of the most promising modalities for automatic human emotion recognition. Speech is a spontaneous medium of perceiving emotions which provides in-depth information related to different cognitive states of a human being. In this context, we introduce a novel approach using a combination of prosody features (i.e. pitch, energy, Zero crossing rate), quality features (i.e. Formant Frequencies, Spectral features etc.), derived features ((i.e.) Mel-Frequency Cepstral Coefficient (MFCC), Linear Predictive Coding Coefficients (LPCC)) and dynamic feature (Mel-Energy spectrum dynamic Coefficients (MEDC)) for robust automatic recognition of speaker’s emotional states. Multilevel SVM classifier is used for identification of seven discrete emotional states namely angry, disgust, fear, happy, neutral, sad and surprise in ‘Five native Assamese Languages’. The overall experimental results using MATLAB simulation revealed that the approach using combination of features achieved an average accuracy rate of 82.26% for speaker independent cases. Real time implementation of this algorithm is prepared on ARM CORTEX M3 board." @default.
- W161012324 created "2016-06-24" @default.
- W161012324 creator A5047303440 @default.
- W161012324 date "2014-05-12" @default.
- W161012324 modified "2023-09-27" @default.
- W161012324 title "Development of a Real-time Embedded System for Speech Emotion Recognition" @default.
- W161012324 cites W1542637018 @default.
- W161012324 cites W1602703311 @default.
- W161012324 cites W188247497 @default.
- W161012324 cites W1963552095 @default.
- W161012324 cites W1968088764 @default.
- W161012324 cites W2016618864 @default.
- W161012324 cites W2048337123 @default.
- W161012324 cites W2102953093 @default.
- W161012324 cites W2109896588 @default.
- W161012324 cites W2110052520 @default.
- W161012324 cites W2123119128 @default.
- W161012324 cites W2123566882 @default.
- W161012324 cites W2133864802 @default.
- W161012324 cites W2137639365 @default.
- W161012324 cites W2158514474 @default.
- W161012324 cites W2230508580 @default.
- W161012324 cites W2330379721 @default.
- W161012324 cites W2542587589 @default.
- W161012324 hasPublicationYear "2014" @default.
- W161012324 type Work @default.
- W161012324 sameAs 161012324 @default.
- W161012324 citedByCount "2" @default.
- W161012324 countsByYear W1610123242017 @default.
- W161012324 countsByYear W1610123242019 @default.
- W161012324 crossrefType "dissertation" @default.
- W161012324 hasAuthorship W161012324A5047303440 @default.
- W161012324 hasConcept C118552586 @default.
- W161012324 hasConcept C151989614 @default.
- W161012324 hasConcept C153180895 @default.
- W161012324 hasConcept C154945302 @default.
- W161012324 hasConcept C15744967 @default.
- W161012324 hasConcept C158215666 @default.
- W161012324 hasConcept C20766975 @default.
- W161012324 hasConcept C2777375102 @default.
- W161012324 hasConcept C2779302386 @default.
- W161012324 hasConcept C2779581591 @default.
- W161012324 hasConcept C28490314 @default.
- W161012324 hasConcept C41008148 @default.
- W161012324 hasConcept C52622490 @default.
- W161012324 hasConcept C542774811 @default.
- W161012324 hasConcept C88485024 @default.
- W161012324 hasConceptScore W161012324C118552586 @default.
- W161012324 hasConceptScore W161012324C151989614 @default.
- W161012324 hasConceptScore W161012324C153180895 @default.
- W161012324 hasConceptScore W161012324C154945302 @default.
- W161012324 hasConceptScore W161012324C15744967 @default.
- W161012324 hasConceptScore W161012324C158215666 @default.
- W161012324 hasConceptScore W161012324C20766975 @default.
- W161012324 hasConceptScore W161012324C2777375102 @default.
- W161012324 hasConceptScore W161012324C2779302386 @default.
- W161012324 hasConceptScore W161012324C2779581591 @default.
- W161012324 hasConceptScore W161012324C28490314 @default.
- W161012324 hasConceptScore W161012324C41008148 @default.
- W161012324 hasConceptScore W161012324C52622490 @default.
- W161012324 hasConceptScore W161012324C542774811 @default.
- W161012324 hasConceptScore W161012324C88485024 @default.
- W161012324 hasLocation W1610123241 @default.
- W161012324 hasOpenAccess W161012324 @default.
- W161012324 hasPrimaryLocation W1610123241 @default.
- W161012324 hasRelatedWork W2060324400 @default.
- W161012324 hasRelatedWork W2101048731 @default.
- W161012324 hasRelatedWork W2127108986 @default.
- W161012324 hasRelatedWork W2158514474 @default.
- W161012324 hasRelatedWork W2159408788 @default.
- W161012324 hasRelatedWork W2169891262 @default.
- W161012324 hasRelatedWork W2242176885 @default.
- W161012324 hasRelatedWork W2327867019 @default.
- W161012324 hasRelatedWork W2463347561 @default.
- W161012324 hasRelatedWork W2485763211 @default.
- W161012324 hasRelatedWork W2572592660 @default.
- W161012324 hasRelatedWork W2618148993 @default.
- W161012324 hasRelatedWork W2766483729 @default.
- W161012324 hasRelatedWork W2902267731 @default.
- W161012324 hasRelatedWork W2903418168 @default.
- W161012324 hasRelatedWork W2968668969 @default.
- W161012324 hasRelatedWork W3145055202 @default.
- W161012324 hasRelatedWork W3179999679 @default.
- W161012324 hasRelatedWork W3195321095 @default.
- W161012324 hasRelatedWork W2509909805 @default.
- W161012324 isParatext "false" @default.
- W161012324 isRetracted "false" @default.
- W161012324 magId "161012324" @default.
- W161012324 workType "dissertation" @default.