Alexander Lerch

CoRR, 2024

Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation.

[BibT_eX]

[DOI]

Yonghyun Kim

CoRR, 2024

Music auto-tagging in the long tail: A few-shot approach.

[BibT_eX]

[DOI]

T. Aleksandra Ma

CoRR, 2024

A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems.

[BibT_eX]

[DOI]

CoRR, 2024

Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings.

[BibT_eX]

[DOI]

Shimiao Liu

Proceedings of the 2024 IEEE 5th International Symposium on the Internet of Sounds (IS2), Erlangen, Germany, September 30, 2024

Quantifying Spatial Audio Quality Impairment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

ASPED: An Audio Dataset for Detecting Pedestrians.

[BibT_eX]

[DOI]

Subhrajit Guhathakurta

Proceedings of the IEEE International Conference on Acoustics, 2024

Embedding Compression for Teacher-to-Student Knowledge Transfer.

[BibT_eX]

[DOI]

Yiwei Ding

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

AQUATK: An Audio Quality Assessment Toolkit.

[BibT_eX]

[DOI]

Ashvala Vinay

CoRR, 2023

A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation.

[BibT_eX]

[DOI]

CoRR, 2023

Evaluation of Spatial Distortion in Multichannel Audio.

[BibT_eX]

[DOI]

CoRR, 2023

Music Instrument Classification Reprogrammed.

[BibT_eX]

[DOI]

Hsin-Hung Chen

Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation.

[BibT_eX]

[DOI]

Peter Knees

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Audio Embeddings as Teachers for Music Classification.

[BibT_eX]

[DOI]

Yiwei Ding

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Latte: Cross-framework Python package for evaluation of latent-based generative models.

[BibT_eX]

[DOI]

Junyoung Lee

Softw. Impacts, 2022

libACA, pyACA, and ACA-Code: Audio content analysis in 3 languages.

[BibT_eX]

[DOI]

Softw. Impacts, 2022

Deep reinforcement learning for urban multi-taxis cruising strategy.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

A large TV dataset for speech and music activity detection.

[BibT_eX]

[DOI]

EURASIP J. Audio Speech Music. Process., 2022

Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming.

[BibT_eX]

[DOI]

CoRR, 2022

Scream Detection in Heavy Metal Music.

[BibT_eX]

[DOI]

Vedant Kalbag

CoRR, 2022

Evaluating Generative Audio Systems and Their Metrics.

[BibT_eX]

[DOI]

Ashvala Vinay

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Representation Learning for the Automatic Indexing of Sound Effects Libraries.

[BibT_eX]

[DOI]

Alison B. Ma

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

Feature-informed Embedding Space Regularization For Audio Classification.

[BibT_eX]

[DOI]

Yun-Ning Hung

Proceedings of the 30th European Signal Processing Conference, 2022

2021

An adaptive particle swarm optimizer with decoupled exploration and exploitation for large scale optimization.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2021

Attribute-based regularization of latent spaces for variational auto-encoders.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2021

Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes.

[BibT_eX]

[DOI]

CoRR, 2021

Audio Content Analysis.

[BibT_eX]

[DOI]

CoRR, 2021

Improving Music Performance Assessment With Contrastive Learning.

[BibT_eX]

[DOI]

Pavan Seshadri

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Is Disentanglement enough? On Latent Representations for Controllable Music Generation.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

Semi-Supervised Audio Classification with Partially Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Multimedia, 2021

Mind the Beat: Detecting Audio Onsets from EEG Recordings of Music Listening.

[BibT_eX]

[DOI]

Ashvala Vinay

Grace Leslie

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

An Interdisciplinary Review of Music Performance Analysis.

[BibT_eX]

[DOI]

Trans. Int. Soc. Music. Inf. Retr., 2020

On the evaluation of generative models in music.

[BibT_eX]

[DOI]

Li-Chia Yang

Neural Comput. Appl., 2020

Visual Attention for Musical Instrument Recognition.

[BibT_eX]

[DOI]

Karn Watcharasupat

CoRR, 2020

Attribute-based Regularization of VAE Latent Spaces.

[BibT_eX]

[DOI]

CoRR, 2020

dMelodies: A Music Dataset for Disentanglement Learning.

[BibT_eX]

[DOI]

Siddharth Kumar Gururani

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Multitask Learning for Instrument Activation Aware Music Source Separation.

[BibT_eX]

[DOI]

Yun-Ning Hung

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Score-informed Networks for Music Performance Assessment.

[BibT_eX]

[DOI]

Jiawen Huang

Yun-Ning Hung

Siddharth Kumar Gururani

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Remixing Music with Visual Conditioning.

[BibT_eX]

[DOI]

Li-Chia Yang

Proceedings of the IEEE International Symposium on Multimedia, 2020

Melody-Conditioned Lyrics Generation with SeqGANs.

[BibT_eX]

[DOI]

Yihao Chen

Proceedings of the IEEE International Symposium on Multimedia, 2020

2019

Evaluation of Feature Learning Methods for Voice Disorder Detection.

[BibT_eX]

[DOI]

Hongzhao Guan

Int. J. Semantic Comput., 2019

Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs.

[BibT_eX]

[DOI]

Benjamin Genchel

CoRR, 2019

Learning Strategies for Voice Disorder Detection.

[BibT_eX]

[DOI]

Hongzhao Guan

Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

Learning to Traverse Latent Spaces for Musical Score Inpainting.

[BibT_eX]

[DOI]

Gaëtan Hadjeres

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Music Performance Analysis: A Survey.

[BibT_eX]

[DOI]

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Automatic Assessment of Sight-reading Exercises.

[BibT_eX]

[DOI]

Jiawen Huang

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

An Attention Mechanism for Musical Instrument Recognition.

[BibT_eX]

[DOI]

Mohit Sharma

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Tuning Frequency Dependency in Music Classification.

[BibT_eX]

[DOI]

Yi Qin

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

A Review of Automatic Drum Transcription.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2018

Assessment of Percussive Music Performances with Feature Learning.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2018

Music Information Retrieval in Live Coding: A Theoretical Framework.

[BibT_eX]

[DOI]

Anna Xambó

Jason Freeman

Comput. Music. J., 2018

Learned Features for the Assessment of Percussive Music Performances.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

Live Repurposing of Sounds: MIR Explorations with Personal and Crowdsourced Databases.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on New Interfaces for Musical Expression, 2018

From Labeled to Unlabeled Data - On the Data Challenge in Automatic Drum Transcription.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Concert Stitch: Organization and Synchronization of Crowd Sourced Recordings.

[BibT_eX]

[DOI]

Vinod Subramanian

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Instrument Activity Detection in Polyphonic Music using Deep Neural Networks.

[BibT_eX]

[DOI]

Cameron Summers

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Objective Descriptors for the Assessment of Student Music Performances.

[BibT_eX]

[DOI]

Proceedings of the AES International Conference Semantic Audio 2017, 2017

A Dataset and Method for Guitar Solo Detection in Rock Music.

[BibT_eX]

[DOI]

Kumar Ashis Pati

Proceedings of the AES International Conference Semantic Audio 2017, 2017

Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Automatic Sample Detection in Polyphonic Music.

[BibT_eX]

[DOI]

Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

Learning to Fuse Music Genres with Generative Adversarial Dual Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

An Unsupervised Approach to Anomaly Detection in Music Datasets.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

On Drum Playing Technique Detection in Polyphonic Mixtures.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Automatic Practice Logging: Introduction, Dataset & Preliminary Study.

[BibT_eX]

[DOI]

R. Michael Winters

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

Automatic Outlier Detection in Music Genre Datasets.

[BibT_eX]

[DOI]

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016

2015

On the perceptual relevance of objective source separation measures for singing voice separation.

[BibT_eX]

[DOI]

Udit Gupta

Elliot Moore II

Proceedings of the 2015 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2015

Chord Detection Using Deep Learning.

[BibT_eX]

[DOI]

Xinquan Zhou

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Drum Transcription Using Partially Fixed Non-Negative Matrix Factorization with Template Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Beat Histogram Features from NMF-Based Novelty Functions for Music Classification.

[BibT_eX]

[DOI]

Athanasios Lykartsis

Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Genre-specific Key Profiles.

[BibT_eX]

[DOI]

Cian O'Brien

Proceedings of the Looking Back, 2015

Drum transcription using partially fixed non-negative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

CMMSD: A Data Set for Note-Level Segmentation of Monophonic Music.

[BibT_eX]

[DOI]

Henrik von Coler

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

2011

Strategies for orca call retrieval to support collaborative annotation of a large archive.

[BibT_eX]

[DOI]

Steven R. Ness

Alex Lerch

George Tzanetakis

Proceedings of the IEEE 13th International Workshop on Multimedia Signal Processing (MMSP 2011), 2011

2008

Software based extraction of objective parameters from music performances.

[BibT_eX]

[DOI]

PhD thesis, 2008

2006

On the Requirement of Automatic Tuning Frequency Estimation.

[BibT_eX]