Stereo audio classification for audio enhancement

Aki Härmä

doi:10.1109/ICASSP.2011.5946439

Stereo audio classification for audio enhancement

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

Abstract

Stereo audio enhancement and upmixing techniques require spatial analysis of the mixture in order to work optimally for different types of contents. In this paper a method is proposed which classifies the time-frequency regions in stereo audio data into six different classes. The individual classes represent special cases of a generic stereo signal model which is introduced and characterized in the paper. Finally, the developed classifier is tested using realistic stereo audio data.

Original language	English
Title of host publication	2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings
Pages	457-460
Number of pages	4
DOIs	https://doi.org/10.1109/ICASSP.2011.5946439
Publication status	Published - 2011
Externally published	Yes
Event	36th IEEE International Conference on Acoustics, Speech, and Signal Processing - Prague, Czech Republic Duration: 22 May 2011 → 27 May 2011 Conference number: 36

Publication series

Series	ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
ISSN	1520-6149

Conference

Conference	36th IEEE International Conference on Acoustics, Speech, and Signal Processing
Abbreviated title	ICASSP 2011
Country/Territory	Czech Republic
City	Prague
Period	22/05/11 → 27/05/11

Keywords

audio upmixing
classification
headphone audio enhancement
Stereophonic audio

Access to Document

10.1109/ICASSP.2011.5946439

Cite this

@inproceedings{1626f69c39e24d888511bb719ffb7c97,

title = "Stereo audio classification for audio enhancement",

abstract = "Stereo audio enhancement and upmixing techniques require spatial analysis of the mixture in order to work optimally for different types of contents. In this paper a method is proposed which classifies the time-frequency regions in stereo audio data into six different classes. The individual classes represent special cases of a generic stereo signal model which is introduced and characterized in the paper. Finally, the developed classifier is tested using realistic stereo audio data.",

keywords = "audio upmixing, classification, headphone audio enhancement, Stereophonic audio",

author = "Aki H{\"a}rm{\"a}",

year = "2011",

doi = "10.1109/ICASSP.2011.5946439",

language = "English",

isbn = "9781457705397",

series = "ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings",

publisher = "IEEE",

pages = "457--460",

booktitle = "2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings",

note = "36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 ; Conference date: 22-05-2011 Through 27-05-2011",

}

Härmä, A 2011, Stereo audio classification for audio enhancement. in 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings., 5946439, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 457-460, 36th IEEE International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic, 22/05/11. https://doi.org/10.1109/ICASSP.2011.5946439

Stereo audio classification for audio enhancement. / Härmä, Aki.
2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. 2011. p. 457-460 5946439 (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

TY - GEN

T1 - Stereo audio classification for audio enhancement

AU - Härmä, Aki

N1 - Conference code: 36

PY - 2011

Y1 - 2011

N2 - Stereo audio enhancement and upmixing techniques require spatial analysis of the mixture in order to work optimally for different types of contents. In this paper a method is proposed which classifies the time-frequency regions in stereo audio data into six different classes. The individual classes represent special cases of a generic stereo signal model which is introduced and characterized in the paper. Finally, the developed classifier is tested using realistic stereo audio data.

AB - Stereo audio enhancement and upmixing techniques require spatial analysis of the mixture in order to work optimally for different types of contents. In this paper a method is proposed which classifies the time-frequency regions in stereo audio data into six different classes. The individual classes represent special cases of a generic stereo signal model which is introduced and characterized in the paper. Finally, the developed classifier is tested using realistic stereo audio data.

KW - audio upmixing

KW - classification

KW - headphone audio enhancement

KW - Stereophonic audio

UR - https://www.scopus.com/pages/publications/80051632966

U2 - 10.1109/ICASSP.2011.5946439

DO - 10.1109/ICASSP.2011.5946439

M3 - Conference article in proceeding

AN - SCOPUS:80051632966

SN - 9781457705397

T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

SP - 457

EP - 460

BT - 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings

T2 - 36th IEEE International Conference on Acoustics, Speech, and Signal Processing

Y2 - 22 May 2011 through 27 May 2011

ER -

Stereo audio classification for audio enhancement

Abstract

Publication series

Conference

Keywords

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