METHOD AND APPARATUS FOR DATA AUGMENTATION USING NON-NEGATIVE MATRIX FACTORIZATION

摘要

A data augmentation method includes extracting one or more basis vectors and coefficient vectors corresponding to sound source data classified in advance into a target class by applying non-negative matrix factorization (NMF) to the sound source data, generating a new basis vector using the extracted basis vectors, and generating new sound source data using the generated new basis vector and the extracted coefficient vectors.