67 citations · 344 across the 35 of their papers we have counts for
4 papers · 1 filter
Voice activity detection in the wild: A data-driven approach using teacher-student training
Heinrich Dinkel, Shuai Wang, Xuenan Xu +2
Voice activity detection is an essential pre-processing component for speech-related tasks such as automatic speech recognition (ASR). Traditional supervised VAD systems obtain fra…
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events
Xuenan Xu, Heinrich Dinkel, Mengyue Wu +1
Automated Audio Captioning is a cross-modal task, generating natural language descriptions to summarize the audio clips' sound events. However, grounding the actual sound events in…
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning
Xuenan Xu, Heinrich Dinkel, Mengyue Wu +2
Automated audio captioning (AAC) aims at generating summarizing descriptions for audio clips. Multitudinous concepts are described in an audio caption, ranging from local informati…
Towards duration robust weakly supervised sound event detection
Heinrich Dinkel, Mengyue Wu, Kai Yu
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 s…