Melody Extraction

7 papers with code • 0 benchmarks • 1 datasets

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Datasets


Towards Improving Harmonic Sensitivity and Prediction Stability for Singing Melody Extraction

smoothken/kknet 4 Aug 2023

In deep learning research, many melody extraction models rely on redesigning neural network architectures to improve performance.

19
04 Aug 2023

Clarinet: A Music Retrieval System

rohans0509/clarinet 23 Oct 2022

A MIDI based approach for music recognition is proposed and implemented in this paper.

4
23 Oct 2022

TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music

retrocirce/tonet 2 Feb 2022

In this paper, we propose TONet, a plug-and-play model that improves both tone and octave perceptions by leveraging a novel input representation and a novel network architecture.

40
02 Feb 2022

BERT-like Pre-training for Symbolic Piano Music Classification Tasks

wazenmai/MIDI-BERT 12 Jul 2021

This article presents a benchmark study of symbolic piano music classification using the masked language modelling approach of the Bidirectional Encoder Representations from Transformers (BERT).

165
12 Jul 2021

Musical Instrument Playing Technique Detection Based on FCN: Using Chinese Bowed-Stringed Instrument as an Example

water45wzh/MIPTD_Erhu 20 Oct 2019

The effectiveness of the proposed framework is tested on a new dataset, its categorization of techniques is similar to our training dataset.

3
20 Oct 2019

A Streamlined Encoder/Decoder Architecture for Melody Extraction

bill317996/Melody-extraction-with-melodic-segnet 30 Oct 2018

Our experiments on both vocal melody extraction and general melody extraction validate the effectiveness of the proposed model.

66
30 Oct 2018