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Content analysis for audio classification and segmentation ...
https://www.hao-jiang.net/papers/journal/tsap.pdf
AUDIO classification and segmentation can provide useful information for both audio content understanding and video content analysis. Therefore, in addition to the classical works on audio content analysis for audio classification and audio retrieval [1], [2], recent works have also integrated audio and visual information [12]–[14] in video ...
Content analysis for audio classification and …
https://ieeexplore.ieee.org/document/1045282
We present our study of audio content analysis for classification and segmentation, in which an audio stream is segmented according to audio type or speaker identity. We propose a robust approach that is capable of classifying and segmenting an audio stream into speech, music, environment sound, and silence. Audio classification is processed in two steps, …
[PDF] Content analysis for audio classification and ...
https://www.semanticscholar.org/paper/Content-analysis-for-audio-classification-and-Lu-Zhang/c5294b2859296116453649e2b6df3717c1390d20
A robust approach that is capable of classifying and segmenting an audio stream into speech, music, environment sound, and silence is proposed, and an unsupervised speaker segmentation algorithm using a novel scheme based on quasi-GMM and LSP correlation analysis is developed. We present our study of audio content analysis for classification and …
Content analysis for audio classification and …
https://www.researchgate.net/publication/3333894_Content_analysis_for_audio_classification_and_segmentation
In [8], audio content analysis was used to develop an approach to automatic segmentation and classification of audiovisual data. An audio stream can …
A Robust Audio Classification and Segmentation …
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/02/tr-2001-79.pdf
Audio content analysis, audio classification and segmentation 1. INTRODUCTION Rapid increase in the amount of audio data demands for an efficient method to automatically segment or classify audio stream based on its content. Such a method is helpful not only in audio retrieval [1][2], but also in video structure extraction.
Audio content analysis for online audiovisual data ...
http://mcl.usc.edu/wp-content/uploads/2014/01/200105-Audio-content-analysis-for-on-line-audiovisual-data-segmentation.pdf
IEEE TRANSACTIONS ON SPEECH AND AUDIO PROCESSING, VOL. 9, NO. 4, MAY 2001 441 Audio Content Analysis for Online Audiovisual Data Segmentation and Classification Tong Zhang, Member, IEEE, and C.-C. Jay Kuo, Fellow, IEEE Abstract— While current approaches for audiovisual data segmentation and classification are mostly focused on visual cues,
An Optimization of Audio Classification and Segmentation ...
https://thesai.org/Downloads/Volume9No4/Paper_24-An_Optimization_of_Audio_Classification.pdf
fundamental step for its analysis and understanding. For audio segmentation and classification, it is considered as a pattern recognition problem and it includes two main stages: feature extraction and extracted-features-based classification [6]. Also, the categorization of audio content analysis applications can be
Optimized Audio Classification and Segmentation …
https://www.hindawi.com/journals/mpe/2015/209814/
Abstract. Audio segmentation is a basis for multimedia content analysis which is the most important and widely used application nowadays. An optimized audio classification and segmentation algorithm is presented in this paper that segments a superimposed audio stream on the basis of its content into four main audio types: pure-speech, music, environment sound, …
Audio Segmentation and Classification
http://www2.imm.dtu.dk/pubdb/edoc/imm3851.pdf
Audio segmentation and classification have applications in wide areas. For instance, content based audio classification and retrieval is broadly used in the entertainment industry, audio archive management, commercial music usage, surveillance, etc. There are many digital audio databases on the World Wide Web nowadays; here audio
GitHub - tyiannak/pyAudioAnalysis: Python Audio …
https://github.com/tyiannak/pyAudioAnalysis
A Python library for audio feature extraction, classification, segmentation and applications. This is general info. Click here for the complete wiki and here for a more generic intro to audio data handling. News [2022-01-01] If you are not interested in training audio models from your own data, you can check the Deep Audio API, were you can directly send audio data …
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