Browse > Audio > Sound Event Detection

Sound Event Detection

14 papers with code · Audio

Leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Latest papers with code

Sound Event Detection with Depthwise Separable and Dilated Convolutions

2 Feb 2020dr-costas/dnd-sed

The number of the channels of the CNNs and size of the weight matrices of the RNNs have a direct effect on the total amount of parameters of the SED method, which is to a couple of millions.

SOUND EVENT DETECTION

12
02 Feb 2020

Musical Instrument Playing Technique Detection Based on FCN: Using Chinese Bowed-Stringed Instrument as an Example

20 Oct 2019water45wzh/MIPTD_Erhu

The effectiveness of the proposed framework is tested on a new dataset, its categorization of techniques is similar to our training dataset.

MELODY EXTRACTION SOUND EVENT DETECTION

0
20 Oct 2019

Guided Learning Convolution System for DCASE 2019 Task 4

11 Sep 2019Kikyo-16/Sound_event_detection

In this paper, we describe in detail the system we submitted to DCASE2019 task 4: sound event detection (SED) in domestic environments.

SOUND EVENT DETECTION

37
11 Sep 2019

Guided learning for weakly-labeled semi-supervised sound event detection

6 Jun 2019Kikyo-16/Sound_event_detection

Instead of designing a single model by considering a trade-off between the two sub-targets, we design a teacher model aiming at audio tagging to guide a student model aiming at boundary detection to learn using the unlabeled data.

AUDIO TAGGING BOUNDARY DETECTION SOUND EVENT DETECTION

37
06 Jun 2019

Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection

24 May 2019Kikyo-16/Sound_event_detection

In this paper, a special decision surface for the weakly-supervised sound event detection (SED) and a disentangled feature (DF) for the multi-label problem in polyphonic SED are proposed.

MULTI-LABEL CLASSIFICATION MULTIPLE INSTANCE LEARNING SOUND EVENT DETECTION

37
24 May 2019

Robust sound event detection in bioacoustic sensor networks

20 May 2019BirdVox/birdvoxdetect

As a case study, we consider the problem of detecting avian flight calls from a ten-hour recording of nocturnal bird migration, recorded by a network of six ARUs in the presence of heterogeneous background noise.

DATA AUGMENTATION SOUND EVENT DETECTION

17
20 May 2019

Learning Sound Event Classifiers from Web Audio with Noisy Labels

4 Jan 2019lRomul/argus-freesound

To foster the investigation of label noise in sound event classification we present FSDnoisy18k, a dataset containing 42. 5 hours of audio across 20 sound classes, including a small amount of manually-labeled data and a larger quantity of real-world noisy data.

SOUND EVENT DETECTION

171
04 Jan 2019