Chieh-Chi Kao | DeepAI

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∙ 03/18/2023

Weight-sharing Supernet for Searching Specialized Acoustic Event Classification Networks Across Device Constraints

Acoustic Event Classification (AEC) has been widely used in devices such...

0 Guan-Ting Lin, et al. ∙

∙ 03/22/2022

Federated Self-Supervised Learning for Acoustic Event Classification

Standard acoustic event classification (AEC) solutions require large-sca...

10 Meng Feng, et al. ∙

∙ 02/05/2021

Multi-Task Self-Supervised Pre-Training for Music Classification

Deep learning is very data hungry, and supervised learning especially re...

4 Ho-Hsiang Wu, et al. ∙

∙ 09/03/2020

Intra-Utterance Similarity Preserving Knowledge Distillation for Audio Tagging

Knowledge Distillation (KD) is a popular area of research for reducing t...

0 Chun-Chieh Chang, et al. ∙

∙ 08/07/2020

A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling

This paper proposes a network architecture mainly designed for audio tag...

0 Chieh-Chi Kao, et al. ∙

∙ 02/21/2020

Few-shot acoustic event detection via meta-learning

We study few-shot acoustic event detection (AED) in this paper. Few-shot...

0 Bowen Shi, et al. ∙

∙ 02/14/2020

A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification

Acoustic event classification (AEC) and acoustic event detection (AED) r...

0 Chieh-Chi Kao, et al. ∙

∙ 07/02/2019

Sub-band Convolutional Neural Networks for Small-footprint Spoken Term Classification

This paper proposes a Sub-band Convolutional Neural Network for spoken t...

0 Chieh-Chi Kao, et al. ∙

∙ 07/01/2019

Compression of Acoustic Event Detection Models With Quantized Distillation

Acoustic Event Detection (AED), aiming at detecting categories of events...

0 Bowen Shi, et al. ∙

∙ 05/02/2019

Compression of Acoustic Event Detection Models with Low-rank Matrix Factorization and Quantization Training

In this paper, we present a compression approach based on the combinatio...

0 Bowen Shi, et al. ∙

∙ 04/29/2019

Semi-supervised Acoustic Event Detection based on tri-training

This paper presents our work of training acoustic event detection (AED) ...

0 Bowen Shi, et al. ∙

∙ 08/20/2018

A simple model for detection of rare sound events

We propose a simple recurrent model for detecting rare sound events, whe...

0 Weiran Wang, et al. ∙

∙ 08/20/2018

R-CRNN: Region-based Convolutional Recurrent Neural Network for Audio Event Detection

This paper proposes a Region-based Convolutional Recurrent Neural Networ...

0 Chieh-Chi Kao, et al. ∙

∙ 06/03/2018

Patch-Based Image Hallucination for Super Resolution with Detail Reconstruction from Similar Sample Images

Image hallucination and super-resolution have been studied for decades, ...

0 Chieh-Chi Kao, et al. ∙

∙ 01/16/2018

Localization-Aware Active Learning for Object Detection

Active learning - a class of algorithms that iteratively searches for th...

0 Chieh-Chi Kao, et al. ∙