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The bag-of-frames approach: A not so sufficient model for ...
https://asa.scitation.org/doi/full/10.1121/1.4935350#:~:text=The%20%E2%80%9Cbag-of-frames%E2%80%9D%20%28BOF%29%20approach%2C%20which%20encodes%20audio%20signals,sufficient%20way%20to%20represent%20environmental%20sound%20recordings%20%28soundscapes%29.
The bag-of-frames approach to audio pattern recognition: A ...
https://asa.scitation.org/doi/full/10.1121/1.2750160
The “bag-of-frames” approach (BOF) to audio pattern recognition represents signals as the long-term statistical distribution of their local spectral features. This approach has proved nearly optimal for simulating the auditory perception of natural and human environments (or soundscapes), and is also the most predominent paradigm to extract high-level …
(PDF) The bag-of-frames approach to audio pattern ...
https://www.researchgate.net/publication/6165924_The_bag-of-frames_approach_to_audio_pattern_recognition_A_sufficient_model_for_urban_soundscapes_but_not_for_polyphonic_music
The “bag-of-frames” approach 共 BOF 兲 to audio pattern recognition represents signals as the long-term statistical distribution of their local spectral features. This approach has proved nearly...
The bag-of-frames approach to audio pattern recognition: …
https://www.academia.edu/6501524/The_bag_of_frames_approach_to_audio_pattern_recognition_A_sufficient_model_for_urban_soundscapes_but_not_for_polyphonic_music
the bag-of-frames approach to audio pattern recognition: a sufficient model for urban soundscapes but not for polyphonic music jean-julien aucouturier∗ ikegami lab, graduate school of arts and sciences, the university of tokyo 3-8-1 komaba, meguro-ku, tokyo 153-8902, japan boris defreville† orelia, 77300 fontainebleau, france fran¸cois …
The bag-of-frames approach to audio pattern recognition: …
https://europepmc.org/article/MED/17672638
The "bag-of-frames" approach (BOF) to audio pattern recognition represents signals as the long-term statistical distribution of their local spectral features. This approach has proved nearly optimal for simulating the auditory perception of natural and human environments (or soundscapes), and is also the most predominent paradigm to extract ...
The bag-of-frames approach: A not so sufficient model for ...
https://asa.scitation.org/doi/full/10.1121/1.4935350
The “bag-of-frames” (BOF) approach, which encodes audio signals as the long-term statistical distribution of short-term spectral features, is commonly regarded as an effective and sufficient way to represent environmental sound recordings (soundscapes).
CiteSeerX — Abstract
https://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.76.5528
Abstract. The “bag of frames ” approach (BOF) to audio pattern recognition models signals as the long-term statistical distribution of their local spectral features, a prototypical implementation of which being Gaussian Mixture Models of Mel-Frequency Cepstrum Coefficients.
A scale-free distribution of false positives for a large ...
https://dl.acm.org/doi/10.1016/j.patcog.2007.04.012
The "bag-of-frames" approach (BOF) to audio pattern recognition models signals as the long-term statistical distribution of their local spectral features, a prototypical implementation of which bei...
A scale-free distribution of false ... - ScienceDirect.com
https://www.sciencedirect.com/science/article/abs/pii/S0031320307001781
The “bag-of-frames” approach (BOF) to audio pattern recognition models signals as the long-term statistical distribution of their local spectral featu…
Bag of MFCC-based words for bird identi cation
http://ceur-ws.org/Vol-1609/16090544.pdf
3. Ma, B. and Haizhou L. : Spoken language identi cation using bag-of-sounds (2005). 4. Aucouturier, J.-J., Defreville, B. and Pachet F.: The bag-of-frames approach to audio pattern recognition: A su cient model for urban soundscapes but not for polyphonic music. In: Journal of the Acoustical Society of America 122.2, pp 881{891 (2007). 5.
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