Penarrubia, Carlos; Valero-Mas, Jose J.; Gallego, Antonio Javier; Calvo-Zaragoza, Jorge(Springer, 2023)
Prototype Generation (PG) methods seek to improve the efficiency of the k-Nearest Neighbor (kNN) classifier by obtaining a reduced version of a given reference dataset following certain heuristics. Despite being largely ...
Query-by-Humming (QBH) systems base their operation
on aligning the melody sung/hummed by a user with a set
of candidate melodies retrieved from polyphonic songs.
While MIDI-based QBH builds on the premise of ...
Valero-Mas, Jose J.; Gallego, Antonio Javier; Alonso-Jiménez, Pablo; Serra, Xavier(Elsevier, 2023)
Prototype Generation (PG) methods are typically considered for improving the efficiency of the k-Nearest Neighbour (kNN) classifier when tackling high-size corpora. Such approaches aim at generating a reduced version of ...
