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Sound Event Detection
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Sound Event Detection (SED) is the task of recognizing the sound events and their respective temporal start and end time in a recording. Sound events in real life do not always occur in isolation, but tend to considerably overlap with each other. Recognizing such overlapping sound events is referred as polyphonic SED.
Source: A report on sound event detection with different binaural features
논문
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Sound event detection via dilated convolutional recurrent neural networks
Conditioned Time-Dilated Convolutions for Sound Event Detection
Channel Compression: Rethinking Information Redundancy among Channels in CNN Architecture
Memory Controlled Sequential Self Attention for Sound Recognition
Incremental Learning Algorithm for Sound Event Detection
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks
Multi-Branch Learning for Weakly-Labeled Sound Event Detection
A Comparative Study of Western and Chinese Classical Music based on Soundscape Models
A Sequence Matching Network for Polyphonic Sound Event Localization and Detection
Active Learning for Sound Event Detection
Sound Event Detection with Depthwise Separable and Dilated Convolutions
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms
Musical Instrument Playing Technique Detection Based on FCN: Using Chinese Bowed-Stringed Instrument as an Example
Weakly Labeled Sound Event Detection Using Tri-training and Adversarial Learning
Guided Learning Convolution System for DCASE 2019 Task 4
Audio-Based Epileptic Seizure Detection
Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation
City classification from multiple real-world sound scenes
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling
Evaluation of post-processing algorithms for polyphonic sound event detection
Guided learning for weakly-labeled semi-supervised sound event detection
Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection
Robust sound event detection in bioacoustic sensor networks
The NIGENS General Sound Events Database
Learning Sound Event Classifiers from Web Audio with Noisy Labels
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events
Learning Sound Events From Webly Labeled Data
Polyphonic Sound Event Detection by using Capsule Neural Network
A Capsule based Approach for Polyphonic Sound Event Detection
End-to-End Polyphonic Sound Event Detection Using Convolutional Recurrent Neural Networks with Learned Time-Frequency Representation Input
Adaptive pooling operators for weakly labeled sound event detection
A Closer Look at Weak Label Learning for Audio Events
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features
Sound Event Detection in Synthetic Audio: Analysis of the DCASE 2016 Task Results
Framework for evaluation of sound event detection in web videos
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