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06/08/2023
Convolutional Recurrent Neural Network with Attention for 3D Speech Enhancement
3D speech enhancement can effectively improve the auditory experience an...
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08/06/2022
SSDPT: Self-Supervised Dual-Path Transformer for Anomalous Sound Detection in Machine Condition Monitoring
Anomalous sound detection for machine condition monitoring has great pot...
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03/16/2022
A Squeeze-and-Excitation and Transformer based Cross-task System for Environmental Sound Recognition
Environmental sound recognition (ESR) is an emerging research topic in a...
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01/08/2021
Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization)
Theorem provers has been used extensively in software engineering for so...
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05/31/2020
How to Recognize Actionable Static Code Warnings (Using Linear SVMs)
Static code warning tools often generate warnings that programmers ignor...
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12/09/2019
Sequential Model Optimization for Software Process Control
Many methods have been proposed to estimate how much effort is required ...
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11/04/2019
Improved Recognition of Security Bugs via Dual Hyperparameter Optimization
Background: Security bugs need to be handled by small groups of engineer...
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05/15/2019
Predicting Breakdowns in Cloud Services (with SPIKE)
Maintaining web-services is a mission-critical task. Any downtime of web...
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05/14/2019
Faster Creation of Smaller Test Suites (with SNAP)
State-of-the-art theorem provers, combined with smart sampling heuristic...
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04/28/2018
Hyperparameter Optimization for Effort Estimation
Software analytics has been widely used in software engineering for many...
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04/02/2018
Why Software Effort Estimation Needs SBSE
Industrial practitioners now face a bewildering array of possible config...
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01/30/2018
Data-Driven Search-based Software Engineering
This paper introduces Data-Driven Search-based Software Engineering (DSE...
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08/27/2017
RIOT: a Novel Stochastic Method for Rapidly Configuring Cloud-Based Workflows
Traditional tools for configuring cloud services can run much slower tha...
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01/27/2017