计算机工程与应用
計算機工程與應用
계산궤공정여응용
COMPUTER ENGINEERING AND APPLICATIONS
2015年
4期
222-225,231
,共5页
吴伟%李艳雄%王梓里%陈祝允
吳偉%李豔雄%王梓裏%陳祝允
오위%리염웅%왕재리%진축윤
新闻发布会语音%语速差异%首要说话人%说话人分割%说话人聚类
新聞髮佈會語音%語速差異%首要說話人%說話人分割%說話人聚類
신문발포회어음%어속차이%수요설화인%설화인분할%설화인취류
press conferences recordings%speaking rate differences%chief speakers%speaker segmentation%speaker clustering
新闻发布会中,首要说话人(例如政府要员)通常要即兴回答记者事先准备好的问题。因而首要说话人语速一般很慢,而其他说话人(例如记者、翻译等)语速则相对较快。基于两者的语速差异,采用一个滑动窗从连续语音流中截取语音段,再估计各音段语速得到一条语速曲线,然后寻找语速曲线中的局部最小值进而得到两类说话人的改变点,最后将语速低于门限且在两相邻改变点之间的语音段判为首要说话人语音,从而实现首要说话人检测。实验结果表明,与传统方法相比,基于语速差异的方法获得了更好的性能。
新聞髮佈會中,首要說話人(例如政府要員)通常要即興迴答記者事先準備好的問題。因而首要說話人語速一般很慢,而其他說話人(例如記者、翻譯等)語速則相對較快。基于兩者的語速差異,採用一箇滑動窗從連續語音流中截取語音段,再估計各音段語速得到一條語速麯線,然後尋找語速麯線中的跼部最小值進而得到兩類說話人的改變點,最後將語速低于門限且在兩相鄰改變點之間的語音段判為首要說話人語音,從而實現首要說話人檢測。實驗結果錶明,與傳統方法相比,基于語速差異的方法穫得瞭更好的性能。
신문발포회중,수요설화인(례여정부요원)통상요즉흥회답기자사선준비호적문제。인이수요설화인어속일반흔만,이기타설화인(례여기자、번역등)어속칙상대교쾌。기우량자적어속차이,채용일개활동창종련속어음류중절취어음단,재고계각음단어속득도일조어속곡선,연후심조어속곡선중적국부최소치진이득도량류설화인적개변점,최후장어속저우문한차재량상린개변점지간적어음단판위수요설화인어음,종이실현수요설화인검측。실험결과표명,여전통방법상비,기우어속차이적방법획득료경호적성능。
Chief speakers(e.g.politicians)generally impromptu answer prepared journalists in press conferences. Therefore, the speaking rate of chief speakers is slow while that of other speakers(e.g.journalists, interpreters)is quick. Based on the difference of speaking rate between the two kinds of speakers, a sliding window is used to extract voice from continuous audio stream, so that speaking rates of each window are estimated to obtain a rate curve where local minima can be found to determine change points. Finally, speech segments who satisfy speaking rates lower than a rate threshold and between two adjacent change points are distinguished as chief speakers’voice. The experimental results show that the proposed method gets better performance in comparison with traditional methods.