Automated audio captioning is a cross-modal translation task that aims to generate natural
language descriptions for given audio clips. This task has received increasing attention with …

One of the most amazing functions of the human auditory system is the ability to detect all
kinds of sound events in the environment. With the technologies and hardware advances …

In this paper, we propose a novel sound event detection (SED) method that incorporates a
self-attention mechanism of the Transformer for a weakly-supervised learning scenario. The …

Sound event detection (SED) is the task of tagging the absence or presence of audio events
and their corresponding interval within a given audio clip. While SED can be done using …

In recent years, security in urban areas has gradually assumed a central position, focusing
increasing attention on citizens, institutions and political forces. Security problems have a …

Immediate monitoring of the conditions of the grinding wheel during the grinding process is
important because it directly affects the surface accuracy of the workpiece. Because the …

Voice activity detection is an essential pre-processing component for speech-related tasks
such as automatic speech recognition (ASR). Traditional supervised VAD systems obtain …

Speech restoration aims to remove distortions in speech signals. Prior methods mainly focus
on single-task speech restoration (SSR), such as speech denoising or speech declipping …

Increasing amount of research has shed light on machine perception of audio events, most
of which concerns detection and classification tasks. However, human-like perception of …

The goal of Acoustic Scene Classification (ASC) is to recognise the environment in which an
audio waveform has been recorded. Recently, deep neural networks have been applied to …