Fig 2. Block diagram of the NMF-based acoustic models building process.

The Spectral Basis Vectors (SBVs) of the i-th class, W_i, are found by applying the NMF algorithm to the training audio data of this class. Finally, the SBVs of all the classes are concatenated to form a single set of SBVs, W_bs.