On the Use of Memory Models in Audio Features

Publication: Research › Article in proceeding

Standard

On the Use of Memory Models in Audio Features. / Jensen, Karl Kristoffer.

Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. ed. / A. K. Datta. Bhubaneswar, Orissa, Indien : ITC Sangeet Research Academy, Kolkata, India, 2011. p. 100-107.

Publication: Research › Article in proceeding

Harvard

Jensen, KK 2011, 'On the Use of Memory Models in Audio Features'. in AK Datta (ed.), Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. ITC Sangeet Research Academy, Kolkata, India, Bhubaneswar, Orissa, Indien, pp. 100-107.

APA

Jensen, K. K. (2011). On the Use of Memory Models in Audio Features. In Datta, A. K. (Ed.), Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. (pp. 100-107). Bhubaneswar, Orissa, Indien: ITC Sangeet Research Academy, Kolkata, India.

CBE

Jensen KK. 2011. On the Use of Memory Models in Audio Features. Datta AK, editor. In Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. Bhubaneswar, Orissa, Indien: ITC Sangeet Research Academy, Kolkata, India. pp. 100-107.

MLA

Jensen, Karl Kristoffer "On the Use of Memory Models in Audio Features". Datta, A. K. (editors). Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. Bhubaneswar, Orissa, Indien: ITC Sangeet Research Academy, Kolkata, India. 2011. 100-107.

Vancouver

Jensen KK. On the Use of Memory Models in Audio Features. In Datta AK, editor, Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval. Bhubaneswar, Orissa, Indien: ITC Sangeet Research Academy, Kolkata, India. 2011. p. 100-107.

Author

Jensen, Karl Kristoffer / On the Use of Memory Models in Audio Features.

Publication: Research › Article in proceeding

Bibtex

@inbook{618a9494e78d4ae6a475b96112d3062a,

title = "On the Use of Memory Models in Audio Features",

publisher = "ITC Sangeet Research Academy, Kolkata, India",

author = "Jensen, {Karl Kristoffer}",

year = "2011",

editor = "Datta, {A. K.}",

pages = "100-107",

booktitle = "Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval",

}

RIS

TY - GEN

T1 - On the Use of Memory Models in Audio Features

A1 - Jensen,Karl Kristoffer

AU - Jensen,Karl Kristoffer

PB - ITC Sangeet Research Academy, Kolkata, India

CY - Bhubaneswar, Orissa, Indien

PY - 2011

Y1 - 2011

N2 - Audio feature estimation is potentially improved by including higher- level models. One such model is the Short Term Memory (STM) model. A new paradigm of audio feature estimation is obtained by adding the influence of notes in the STM. These notes are identified when the perceptual spectral flux has a peak, and the spectral content that is increased by the new note is added to the STM. The STM is exponentially fading with time span and number of elements, and each note only belongs to the STM for a limited time. Initial experiment regarding the behavior of the STM shows promising results, and an initial experiment with sensory dissonance has been undertaken with good results.

AB - Audio feature estimation is potentially improved by including higher- level models. One such model is the Short Term Memory (STM) model. A new paradigm of audio feature estimation is obtained by adding the influence of notes in the STM. These notes are identified when the perceptual spectral flux has a peak, and the spectral content that is increased by the new note is added to the STM. The STM is exponentially fading with time span and number of elements, and each note only belongs to the STM for a limited time. Initial experiment regarding the behavior of the STM shows promising results, and an initial experiment with sensory dissonance has been undertaken with good results.

BT - Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval

T2 - Proceedings of the International Symposium of Frontiers of Research on Speech and Music and Computer Music Modeling and Retrieval

A2 - Datta,A. K.

ED - Datta,A. K.

SP - 100

EP - 107

ER -