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Music Information Retrieval

15 papers with code ยท Music

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Latest papers without code

Lukthung Classification Using Neural Networks on Lyrics and Audios

23 Aug 2019

Lukthung, a distinctive and long-established type of Thai music, is one of the most popular music genres in Thailand and has a specific group of listeners.

INFORMATION RETRIEVAL MUSIC CLASSIFICATION MUSIC INFORMATION RETRIEVAL

Music Performance Analysis: A Survey

29 Jun 2019

Music Information Retrieval (MIR) tends to focus on the analysis of audio signals.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

A Convolutional Approach to Melody Line Identification in Symbolic Scores

24 Jun 2019

The backbone of the method consists of a convolutional neural network (CNN) estimating the probability that each note in the score (more precisely: each pixel in a piano roll encoding of the score) belongs to the melody line.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Adversarial Learning for Improved Onsets and Frames Music Transcription

20 Jun 2019

Automatic music transcription is considered to be one of the hardest problems in music information retrieval, yet recent deep learning approaches have achieved substantial improvements on transcription performance.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Deep Learning-Based Automatic Downbeat Tracking: A Brief Review

10 Jun 2019

Thereinto, downbeat tracking has been a fundamental and continuous problem in Music Information Retrieval (MIR) area.

FEATURE ENGINEERING INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Deep Learning for Audio Signal Processing

30 Apr 2019

Given the recent surge in developments of deep learning, this article provides a review of the state-of-the-art deep learning techniques for audio signal processing.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL SPEECH RECOGNITION

Improving Machine Hearing on Limited Data Sets

21 Mar 2019

In this contribution we investigate how input and target representations interplay with the amount of available training data in a music information retrieval setting.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Multimodal music information processing and retrieval: survey and future challenges

14 Feb 2019

Towards improving the performance in various music information processing tasks, recent studies exploit different modalities able to capture diverse aspects of music.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection

15 Jan 2019

One of the key points in music recommendation is authoring engaging playlists according to sentiment and emotions.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL

Melodic Phrase Segmentation By Deep Neural Networks

14 Nov 2018

Automated melodic phrase detection and segmentation is a classical task in content-based music information retrieval and also the key towards automated music structure analysis.

INFORMATION RETRIEVAL MUSIC INFORMATION RETRIEVAL