In the domain of audio processing, Transfer Learning has facilitated the rise of Self-
Supervised Learning and Zero-Shot Learning techniques. These approaches have led to …

Deepfake techniques can forge the visual or audio signals in the video, which leads to
inconsistencies between visual and audio (VA) signals. Therefore, multimodal detection …

Most speech emotion recognition methods based on frames have obtained good results in
many applications. However, they segment each speech sample into smaller frames that are …

In the pathogenesis of COVID-19, impairment of respiratory functions is often one of the key
symptoms. Studies show that in these cases, voice production is also adversely affected …

Wildfires are increasingly impacting the environment and human health. Among the top 20
California wildfires, those in 2020–2021 burned more acres than the last century combined …

Audio-Text retrieval takes a natural language query to retrieve relevant audio files in a
database. Conversely, Text-Audio retrieval takes an audio file as a query to retrieve relevant …

Chronic respiratory diseases, such as the Chronic Obstructive Pulmonary Disease (COPD)
and asthma, are a serious health crisis, affecting a large number of people globally and …

Featured Application Audio classification; music information retrieval; audio scene
characterization; temporal localization of sound sources; audio indexing; audio surveillance …

Some studies have revealed that contexts of scenes (eg," home,"" office," and" cooking") are
advantageous for sound event detection (SED). Mobile devices and sensing technologies …

Wildfires are increasingly impacting the environment, human health and safety. Among the
top 20 California wildfires, those in 2020-2021 burned more acres than the last century …