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A Similarity Measure for Automatic Audio Classification
https://www.aaai.org/Papers/Symposia/Spring/1997/SS-97-03/SS97-03-001.pdf#:~:text=In%20practice%2C%20the%20audio%20classification%20system%20works%20asfollows.,transformed%20into%20a%2013-dimensionalfeature%20vector%20%2812%20MFCCcoefficientsplus%20energy%29
Methods of Automatic Audio Content Classification
http://research.spa.aalto.fi/publications/theses/pohjalainen_lic.pdf
• Audio content analysis to locate speech and music segments in broadcast audio • Speech-to-text dictation transcription (by automatic speech recognition) • Search of a specific speech file based on query words (by automatic speech recogni-
(PDF) Methods of automatic audio content classification ...
https://www.academia.edu/3117390/Methods_of_automatic_audio_content_classification
Automatic recognition and classification of audio content is a pattern recognition prob- lem. The solutions thus generally contain implementations of the three main modules of a canonical pattern recognition system [28]: 1) preprocessing, 2) …
Methods of Automatic Audio Content Classification
https://users.aalto.fi/~jpohjala/publications/lic.pdf
This thesis deals with the automatic extraction of information from audio material. More specifically, it is a review of the most important techniques of digital signal processing and pattern recognition that find application in the automatic e …
Audio Content Classification Method Research Based on Two ...
https://thesai.org/Downloads/Volume5No3/Paper_7-Audio_Content_Classification_Method_Research_Based_on_Two.pdf
Currently audio content classification research mainly has two directions: one method is firstly to recognize the audio into text, and then classify the text after the identification; the other method is directly to use audio features, such as MFCC, frame energy, and …
(PDF) Automatic classification of audio data
https://www.researchgate.net/publication/278263174_Automatic_classification_of_audio_data
Automatic classification of audio data. ... tent analysis using different features and different methods ... Employing audio content is another widespread approach in extracting features for ...
Audio classification and content description
http://www.diva-portal.org/smash/get/diva2:1030847/FULLTEXT01.pdf
In this thesis, we have studied automatic audio classiflcation and content description. As description of audio is a broad fleld that incorporates many techniques, an overview of the main directions in current research is given. However, a detailed study of automatic audio classiflcation is conducted and a speech/music classifler is designed.
Audio content processing for automatic music genre ...
http://mtg.upf.edu/node/1470
To sum up, this dissertation contributes to the field of automatic genre classification: a) It provides a multidisciplinary review of musical genres and its classification; b) It provides a qualitative and quantitative evaluation of families of audio descriptors used for automatic classification; c) It evaluates different machine learning techniques and their pros and cons in …
A Similarity Measure for Automatic Audio Classification
https://www.aaai.org/Papers/Symposia/Spring/1997/SS-97-03/SS97-03-001.pdf
Markov modelling, this method is computationally in-expensive, yet is robust even with only a small amount of test data. Thus classification is rapid in terms of both computational cost and the small amount of test data needed to characterize the audio. Simi-lar measures have proved successful for talker iden-
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