Audio tagging with noisy labels and minimal supervision

Audio tagging with noisy labels and minimal supervision

7 June 2019

Eduardo Fonseca

Xavier Serra

Papers citing "Audio tagging with noisy labels and minimal supervision"

15 / 15 papers shown

Title
NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing Tingting Wu Xiao Ding Minji Tang Haotian Zhang Bing Qin Ting Liu NoLa 31 9 0 18 May 2023
Effective Audio Classification Network Based on Paired Inverse Pyramid Structure and Dense MLP Block Yunhao Chen Yunjie Zhu Zihui Yan Yifan Huang Zhen Ren Jianlu Shen Lifang Chen 22 9 0 05 Nov 2022
An empirical study of weakly supervised audio tagging embeddings for general audio representations Heinrich Dinkel Zhiyong Yan Yongqing Wang Junbo Zhang Yujun Wang 37 1 0 30 Sep 2022
All Mistakes Are Not Equal: Comprehensive Hierarchy Aware Multi-label Predictions (CHAMP) A. Vaswani Gaurav Aggarwal Praneeth Netrapalli N. Hegde 22 4 0 17 Jun 2022
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks Sangeeta Srivastava Yun Wang Andros Tjandra Anurag Kumar Chunxi Liu Kritika Singh Yatharth Saraf SSL 33 24 0 14 Oct 2021
ARCA23K: An audio dataset for investigating open-set label noise Turab Iqbal Yin Cao A. Bailey Mark D. Plumbley Wenwu Wang 23 4 0 19 Sep 2021
Deep learning based cough detection camera using enhanced features Gyeong-Tae Lee Hyeonuk Nam Seong-Hu Kim Sang-Min Choi Youngkey K. Kim Yong-Hwa Park 11 23 0 28 Jul 2021
Do sound event representations generalize to other audio tasks? A case study in audio transfer learning Anurag Kumar Yun Wang V. Ithapu Christian Fuegen 14 3 0 21 Jun 2021
Audio Retrieval with Natural Language Queries Andreea-Maria Oncescu A. Sophia Koepke João F. Henriques Zeynep Akata Samuel Albanie 21 77 0 05 May 2021
Inductive biases, pretraining and fine-tuning jointly account for brain responses to speech Juliette Millet J. King 47 34 0 25 Feb 2021
Unsupervised Contrastive Learning of Sound Event Representations Eduardo Fonseca Diego Ortego Kevin McGuinness Noel E. O'Connor Xavier Serra SSL 27 65 0 15 Nov 2020
WaveTransformer: A Novel Architecture for Audio Captioning Based on Learning Temporal and Time-Frequency Information An Tran K. Drossos Tuomas Virtanen 33 19 0 21 Oct 2020
SONYC-UST-V2: An Urban Sound Tagging Dataset with Spatiotemporal Context M. Cartwright J. Cramer Ana Elisa Méndez Méndez Yu Wang Ho-Hsiang Wu ... Graham Dove C. Mydlarz Justin Salamon O. Nov J. P. Bello 10 33 0 11 Sep 2020
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar V. Ithapu 17 35 0 30 Jun 2020
Addressing Missing Labels in Large-Scale Sound Event Recognition Using a Teacher-Student Framework With Loss Masking Eduardo Fonseca Shawn Hershey Manoj Plakal D. Ellis A. Jansen R. C. Moore Xavier Serra NoLa 25 23 0 02 May 2020