Music Emotion Recognition

5 papers with code • 0 benchmarks • 2 datasets

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Multi-Modality in Music: Predicting Emotion in Music from High-Level Audio Features and Lyrics

tibor-krols/cogsci2-spotify 26 Feb 2023

This paper aims to test whether a multi-modal approach for music emotion recognition (MER) performs better than a uni-modal one on high-level song features and lyrics.

6
26 Feb 2023

Semi-supervised music emotion recognition using noisy student training and harmonic pitch class profiles

gudgud96/noisy-student-emotion-training 1 Dec 2021

As the noisy student method requires a strong teacher model, we further delve into the factors including (i) input training length and (ii) complementary music representations to further boost the performance of the teacher model.

10
01 Dec 2021

Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities

CPJKU/audioLIME 14 Jun 2021

In previous work, we have shown how to derive explanations of model predictions in terms of spectrogram image segments that connect to the high-level emotion prediction via a layer of easily interpretable perceptual features.

31
14 Jun 2021

Transformer-based approach towards music emotion recognition from lyrics

yudhik11/MER-lyrics-Transformer 6 Jan 2021

The task of identifying emotions from a given music track has been an active pursuit in the Music Information Retrieval (MIR) community for years.

36
06 Jan 2021

Music Mood Detection Based On Audio And Lyrics With Deep Neural Net

Dohppak/Music-Emotion-Recognition-Classification 19 Sep 2018

We consider the task of multimodal music mood prediction based on the audio signal and the lyrics of a track.

88
19 Sep 2018