銀髮族生活照護虛擬代理人關鍵技術與系統之研究與實現---子計畫二：銀髮族聲學與語意情緒辨識系統之研究與實現;Research and Implementation of Acoustic and Semantic-Based Emotional Speech Recognition for the Elderly

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Please use this identifier to cite or link to this item: http://ir.lib.ncu.edu.tw/handle/987654321/70202

Title:	銀髮族生活照護虛擬代理人關鍵技術與系統之研究與實現---子計畫二：銀髮族聲學與語意情緒辨識系統之研究與實現;Research and Implementation of Acoustic and Semantic-Based Emotional Speech Recognition for the Elderly
Authors:	王家慶;王駿發;林博川
Contributors:	資訊工程系
Keywords:	情意運算;情緒語音辨識;尺度頻率圖;語意標籤;核化稀疏表示分類器;低秩矩陣還原;資訊融合;Affective Computing;Emotional Speech Recognition;Scale Frequency Map;Semantic Label;Kernel Sparse Representation Classifier;Low-Rank Matrix Recovery;Information Fusion;資訊科學;軟體
Date:	2016-03-29
Issue Date:	2016-03-30 14:28:27 (UTC+8)
Publisher:	科技部
Abstract:	本計畫為總計畫「銀髮族生活照護虛擬代理人關鍵技術與系統之研究與實現」之子計畫二，目的在於發展一套適合銀髮族的前瞻語音情緒辨識系統。本系統透過銀髮族語音輸入擷取聲學情緒特徵，並藉由子計畫四提供的語音辨識結果以擷取語意情緒特徵，然後進行結合聲學與語意之情緒辨識。輸出的語音情緒辨識結果可與子計畫三的人臉情緒辨識結果進一步融合以提升情緒辨識率，此外，辨識出的情緒將提供子計畫一選取適當的回饋給銀髮族使用者。在計畫的執行上，本計畫將依以下階段依序進行：研發聲學及語意情緒特徵擷取技術、研發聲學情緒分類器以及語意情緒分類;This proposal is the subproject 2 of Principal project「Research and Implementation of the Virtual Agent for Elderly Daily-Life Care」. This project aims to develop an emotional speech recognition system for the elderly. We extract acoustic features from th;研究期間：10408~10507
Relation:	財團法人國家實驗研究院科技政策研究與資訊中心
Appears in Collections:	[Department of Computer Science and information Engineering] Research Project

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