Rhythm detection for speech-music discrimination in MPEG compressed domain

被引：3
|
作者：
Jarina, R [1 ]
O'Connor, N [1 ]
Marlow, S [1 ]
Murphy, N [1 ]
机构：
[1] Dublin City Univ, Ctr Digital Video Proc, Dublin 9, Ireland
来源：
DSP 2002: 14TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING PROCEEDINGS, VOLS 1 AND 2 | 2002年
关键词：
D O I：
10.1109/ICDSP.2002.1027851
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
A novel approach to speech-music discrimination based on rhythm (or beat) detection is introduced. Rhythmic pulses are detected by applying a long-term autocorrelation method on band-passed signals. This approach is combined with another, in which the features describe the energy peaks of the signal. The discriminator uses just three features that are computed from data directly taken from an MPEG-I bitstream. The discriminator was tested on more than 3 hours of audio data. Average recognition rate is 97.7%.
引用
收藏
页码：129 / 132
页数：4
相关论文
共 50 条
  • [21] Motion Vector Based Moving Object Detection and Tracking in the MPEG Compressed Domain
    Yokoyama, Takanori
    Iwasaki, Toshiki
    Watanabe, Toshinori
    CBMI: 2009 INTERNATIONAL WORKSHOP ON CONTENT-BASED MULTIMEDIA INDEXING, 2009, : 201 - 206
  • [22] The effectiveness of Speech-Music Therapy for Aphasia (SMTA) in five speakers with Apraxia of Speech and aphasia
    Hurkmans, Joost
    Jonkers, Roel
    de Bruijn, Madeleen
    Boonstra, Anne M.
    Hartman, Paul P.
    Arendzen, Hans
    Reinders-Messelink, Heleen A.
    APHASIOLOGY, 2015, 29 (08) : 939 - 964
  • [23] Single-Channel Speech-Music Separation for Robust ASR With Mixture Models
    Demir, Cemil
    Saraclar, Murat
    Cemgil, Ali Taylan
    IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2013, 21 (04): : 725 - 736
  • [24] Encoding scaled MPEG video in compressed domain
    Hu, Q
    Panchanathan, S
    VISUAL COMMUNICATIONS AND IMAGE PROCESSING '97, PTS 1-2, 1997, 3024 : 983 - 991
  • [25] Splicing MPEG video streams in the compressed domain
    Wee, SJ
    Vasudev, B
    1997 IEEE FIRST WORKSHOP ON MULTIMEDIA SIGNAL PROCESSING, 1997, : 225 - 230
  • [26] Catalog-Based Single-Channel Speech-Music Separation
    Demir, Cemil
    Cemgil, A. Taylan
    Saraclar, Murat
    11TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2010 (INTERSPEECH 2010), VOLS 3 AND 4, 2010, : 2786 - +
  • [27] Application of Efficient Score Function Estimation in Blind Speech-Music Separation
    Pishravian, A.
    Aghabozorgi, M. R.
    Abutalebi, H. R.
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 618 - 621
  • [28] Dissolve detection in MPEG compressed video
    Gu, LF
    Tsui, K
    Keightley, D
    1997 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT PROCESSING SYSTEMS, VOLS 1 & 2, 1997, : 1692 - 1696
  • [29] CATALOG-BASED SINGLE-CHANNEL SPEECH-MUSIC SEPARATION FOR AUTOMATIC SPEECH RECOGNITION
    Demir, Cemil
    Cemgil, A. Taylan
    Saraclar, Murat
    19TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO-2011), 2011, : 2133 - 2137
  • [30] Speech-Music Classification Model Based on Improved Neural Network and Beat Spectrum
    Huang, Chun
    Wei, HeFu
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (07) : 52 - 64
12345