Yun-Ning Hung | DeepAI

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Pin-Yu Chen
183 publications
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∙ 09/05/2023

Music Source Separation with Band-Split RoPE Transformer

Music source separation (MSS) aims to separate a music recording into mu...

0 Wei-Tsung Lu, et al. ∙

∙ 06/19/2023

Multitrack Music Transcription with a Time-Frequency Perceiver

Multitrack music transcription aims to transcribe a music audio input in...

0 Wei-Tsung Lu, et al. ∙

∙ 02/01/2023

Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training

In this paper, we introduce Jointist, an instrument-aware multi-instrume...

0 Kin Wai Cheuk, et al. ∙

∙ 11/28/2022

MuSFA: Improving Music Structural Function Analysis with Partially Labeled Data

Music structure analysis (MSA) systems aim to segment a song recording i...

0 Ju-Chiang Wang, et al. ∙

∙ 11/02/2022

Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming

Transfer learning (TL) approaches have shown promising results when hand...

0 Yun-Ning Hung, et al. ∙

∙ 06/10/2022

Feature-informed Embedding Space Regularization For Audio Classification

Feature representations derived from models pre-trained on large-scale d...

0 Yun-Ning Hung, et al. ∙

∙ 05/29/2022

Modeling Beats and Downbeats with a Time-Frequency Transformer

Transformer is a successful deep neural network (DNN) architecture that ...

0 Yun-Ning Hung, et al. ∙

∙ 05/29/2022

To catch a chorus, verse, intro, or anything else: Analyzing a song with structural functions

Conventional music structure analysis algorithms aim to divide a song in...

0 Ju-Chiang Wang, et al. ∙

∙ 11/02/2021

AVASpeech-SMAD: A Strongly Labelled Speech and Music Activity Detection Dataset with Label Co-Occurrence

We propose a dataset, AVASpeech-SMAD, to assist speech and music activit...

0 Yun-Ning Hung, et al. ∙

∙ 10/22/2020

Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision

Most music source separation systems require large collections of isolat...

0 Yun-Ning Hung, et al. ∙

∙ 08/03/2020

Multitask learning for instrument activation aware music source separation

Music source separation is a core task in music information retrieval wh...

0 Yun-Ning Hung, et al. ∙

∙ 08/01/2020

Score-informed Networks for Music Performance Assessment

The assessment of music performances in most cases takes into account th...

0 Jiawen Huang, et al. ∙

∙ 05/30/2019

Musical Composition Style Transfer via Disentangled Timbre Representations

Music creation involves not only composing the different parts (e.g., me...

0 Yun-Ning Hung, et al. ∙

∙ 11/08/2018

Learning Disentangled Representations for Timber and Pitch in Music Audio

Timbre and pitch are the two main perceptual properties of musical sound...

0 Yun-Ning Hung, et al. ∙

∙ 11/03/2018

Multitask learning for frame-level instrument recognition

For many music analysis problems, we need to know the presence of instru...

0 Yun-Ning Hung, et al. ∙

∙ 06/25/2018

Frame-level Instrument Recognition by Timbre and Pitch

Instrument recognition is a fundamental task in music information retrie...

0 Yun-Ning Hung, et al. ∙

∙ 10/30/2017

Hit Song Prediction for Pop Music by Siamese CNN with Ranking Loss

A model for hit song prediction can be used in the pop music industry to...

0 Lang-Chi Yu, et al. ∙

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