Cover Image

Benchmarks and leaderboards for sound demixing tasks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Solovyev, Roman, Stempkovskiy, Alexander, Habruseva, Tatiana
Format:	Preprint
Published:	2023
Subjects:	Sound Machine Learning Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track
by: Uhlich, Stefan, et al.
Published: (2023)

Robust detection of overlapping bioacoustic sound events
by: Mahon, Louis, et al.
Published: (2025)

The impact of non-target events in synthetic soundscapes for sound event detection
by: Ronchini, Francesca, et al.
Published: (2021)

Synthetic data enables context-aware bioacoustic sound event detection
by: Hoffman, Benjamin, et al.
Published: (2025)

The Sound Demixing Challenge 2023 $\unicode{x2013}$ Music Demixing Track
by: Fabbro, Giorgio, et al.
Published: (2023)

A data-driven two-microphone method for in-situ sound absorption measurements
by: Emmerich, Leon, et al.
Published: (2025)

A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes
by: Ronchini, Francesca, et al.
Published: (2022)

Determining the severity of Parkinson's disease in patients using a multi task neural network
by: García-Ordás, María Teresa, et al.
Published: (2024)

SeMaScore : a new evaluation metric for automatic speech recognition tasks
by: Sasindran, Zitha, et al.
Published: (2024)

Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks
by: Maiti, Soumi, et al.
Published: (2023)

Objective and subjective evaluation of speech enhancement methods in the UDASE task of the 7th CHiME challenge
by: Leglaive, Simon, et al.
Published: (2024)

EARS: An Anechoic Fullband Speech Dataset Benchmarked for Speech Enhancement and Dereverberation
by: Richter, Julius, et al.
Published: (2024)

Advancing Robust Underwater Acoustic Target Recognition through Multi-task Learning and Multi-Gate Mixture-of-Experts
by: Xie, Yuan, et al.
Published: (2024)

Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms
by: Roman, Iran R., et al.
Published: (2024)

Audio Geolocation: A Natural Sounds Benchmark
by: Chasmai, Mustafa, et al.
Published: (2025)

Benchmarking Representations for Speech, Music, and Acoustic Events
by: La Quatra, Moreno, et al.
Published: (2024)

Spectrotemporal Modulation: Efficient and Interpretable Feature Representation for Classifying Speech, Music, and Environmental Sounds
by: Chang, Andrew, et al.
Published: (2025)

Geo-ATBench: A Benchmark for Geospatial Audio Tagging with Geospatial Semantic Context
by: Hou, Yuanbo, et al.
Published: (2026)

Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
by: Huang, Chien-yu, et al.
Published: (2023)

Audio2Tool: Speak, Call, Act -- A Dataset for Benchmarking Speech Tool Use
by: Pahwa, Ramit, et al.
Published: (2026)

RA-QA: A Benchmarking System for Respiratory Audio Question Answering Under Real-World Heterogeneity
by: Bertolino, Gaia A., et al.
Published: (2026)

Machine Learning Approaches to Vocal Register Classification in Contemporary Male Pop Music
by: Kim, Alexander, et al.
Published: (2025)

Parameter-Efficient Transfer Learning for Music Foundation Models
by: Ding, Yiwei, et al.
Published: (2024)

Exploring Meta Information for Audio-based Zero-shot Bird Classification
by: Gebhard, Alexander, et al.
Published: (2023)

Music Boomerang: Reusing Diffusion Models for Data Augmentation and Audio Manipulation
by: Fichtinger, Alexander, et al.
Published: (2025)

Distributed collaborative anomalous sound detection by embedding sharing
by: Dohi, Kota, et al.
Published: (2024)

The iNaturalist Sounds Dataset
by: Chasmai, Mustafa, et al.
Published: (2025)

Optimal Transport Maps are Good Voice Converters
by: Asadulaev, Arip, et al.
Published: (2024)

Screening method for early dementia using sound objects as voice biomarkers
by: Pluta, Adam, et al.
Published: (2024)

Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics
by: Williams, Ben, et al.
Published: (2024)

Speech Self-Supervised Representations Benchmarking: a Case for Larger Probing Heads
by: Zaiem, Salah, et al.
Published: (2023)

PC-MCL: Patient-Consistent Multi-Cycle Learning with multi-label bias correction for respiratory sound classification
by: Jeong, Seung Gyu, et al.
Published: (2026)

Human-mimetic binaural ear design and sound source direction estimation for task realization of musculoskeletal humanoids
by: Omura, Yusuke, et al.
Published: (2024)

Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription
by: Zehren, Mickaël, et al.
Published: (2024)

Unsupervised ASR via Cross-Lingual Pseudo-Labeling
by: Likhomanenko, Tatiana, et al.
Published: (2023)

ERSAM: Neural Architecture Search For Energy-Efficient and Real-Time Social Ambiance Measurement
by: Li, Chaojian, et al.
Published: (2023)

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations
by: Heggan, Calum, et al.
Published: (2023)

Single-channel speech enhancement using learnable loss mixup
by: Chang, Oscar, et al.
Published: (2023)

Online Symbolic Music Alignment with Offline Reinforcement Learning
by: Peter, Silvan David
Published: (2023)

USM-SCD: Multilingual Speaker Change Detection Based on Large Pretrained Foundation Models
by: Zhao, Guanlong, et al.
Published: (2023)