The bag-of-frames approach: a not so sufficient model for urban soundscapes

Mathieu Lagrange, Grégoire Lafay, Boris Defreville +1

The "bag-of-frames" approach (BOF), which encodes audio signals as the long-term statistical distribution of short-term spectral features, is commonly regarded as an effective and…