Speech/Music classification of audio files using machine learning techniques.
You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
 
 
 

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@article {mirex,
title = "MIREX 2015: METHODS FOR SPEECH/MUSIC DETECTION AND CLASSIFICATION",
author = "Nikolaos Tsipas, Lazaros Vrysis, Charalampos Dimoulas and George Papanikolaou",
journal = "MIREX 2015 Conference",
year = "2015"
}
@article {speech,
title = "Speech / music classification using speech-specific features",
author = "Baniriskhem K. Khonglah and S.R. Mahadeva Prasanna",
journal = "Digital Signal Processing 48",
year = "2016"
}
@article{cuckoo,
title = "Speech classification based on cuckoo algorithm and support vector machines",
author = "Wenlei Shi and Xinhai Fan",
journal = "2nd IEEE International Conference on Computational Intelligence and Applications",
year = "2017"
}
@article{radio,
title = "Speech/music discrimination for analysis of radio stations",
author = "Stanisław Kacprzak, Błażej Chwiećko and Bartosz Ziółko",
journal = "2017 International Conference on Systems, Signals and Image Processing (IWSSIP)",
year = "2017"
}
@article {robust,
title = "ROBUST SPEECH / MUSIC CLASSIFICATION IN AUDIO DOCUMENTS",
author = "Julien PINQUIER, Jean --- Luc ROUAS and R´ egine ANDRE-OBRECHT",
journal = "{$7^{th}$} International Conference on Spoken Language Processing",
year = "2002",
}
@INPROCEEDINGS{hybrid,
author={K. Wang and Y. Yang and Y. Yang},
booktitle={2017 International Conference on System Science and
Engineering (ICSSE)},
title={Speech/music discrimination using hybrid-based feature
extraction for audio data indexing},
year={2017},
volume={},
number={},
pages={515-519},
keywords={audio recording;audio signal processing;feature
extraction;music;pattern classification;signal
classification;speech processing;speech/music
discrimination;feature extraction;audio data
indexing;hybrid manner;noisy audio
signal;hybrid-based SMD;1D signal processing;2D
image processing;noisy audio
segment;pre-processing/voice activity
detection;audio recording stream;speech
segments;music segments;Speech;Spectrogram;Feature
extraction;Noise measurement;Gray-scale;Two
dimensional displays;Image segmentation;spectrogram
image;speech/music classification;wavelet
packet;support vector machine;hybrid-based feature
extraction},
doi={10.1109/ICSSE.2017.8030927},
ISSN={2325-0925},
month={July}}