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09/20/2023
A Large-scale Dataset for Audio-Language Representation Learning
The AI community has made significant strides in developing powerful fou...
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06/16/2023
Improving Audio Caption Fluency with Automatic Error Correction
Automated audio captioning (AAC) is an important cross-modality translat...
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06/02/2023
Enhance Temporal Relations in Audio Captioning with Sound Event Detection
Automated audio captioning aims at generating natural language descripti...
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05/04/2023
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation
Controlling chatbot utterance generation with multiple attributes such a...
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05/03/2023
Diverse and Vivid Sound Generation from Text Descriptions
Previous audio generation mainly focuses on specified sound classes such...
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03/14/2023
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data
Compared with ample visual-text pre-training research, few works explore...
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09/10/2022
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue
This paper presents an ontology-aware pretrained language model (OPAL) f...
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05/25/2022
DialogZoo: Large-Scale Dialog-Oriented Task Learning
Building unified conversational agents has been a long-standing goal of ...
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05/24/2022
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat
In a depression-diagnosis-directed clinical session, doctors initiate a ...
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05/23/2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders
Mental disease detection (MDD) from social media has suffered from poor ...
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05/19/2022
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression
Depression is a prominent health challenge to the world, and early risk ...
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05/11/2022
A Comprehensive Survey of Automated Audio Captioning
Automated audio captioning, a task that mimics human perception as well ...
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04/29/2022
Climate and Weather: Inspecting Depression Detection via Emotion Recognition
Automatic depression detection has attracted increasing amount of attent...
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03/25/2022
Audio-text Retrieval in Context
Audio-text retrieval based on natural language descriptions is a challen...
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10/10/2021
Can Audio Captions Be Evaluated with Image Caption Metrics?
Automated audio captioning aims at generating textual descriptions for a...
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10/03/2021
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging
Audio tagging aims at predicting sound events occurred in a recording. T...
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06/04/2021
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL
Recently, Text-to-SQL for multi-turn dialogue has attracted great intere...
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05/10/2021
Voice activity detection in the wild: A data-driven approach using teacher-student training
Voice activity detection is an essential pre-processing component for sp...
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02/23/2021
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events
Automated Audio Captioning is a cross-modal task, generating natural lan...
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02/23/2021
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning
Automated audio captioning (AAC) aims at generating summarizing descript...
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01/19/2021
Towards duration robust weakly supervised sound event detection
Sound event detection (SED) is the task of tagging the absence or presen...
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07/13/2020
Multiple Sound Sources Localization from Coarse to Fine
How to visually localize multiple sound sources in unconstrained videos ...
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03/27/2020
Voice activity detection in the wild via weakly supervised sound event detection
Traditional supervised voice activity detection (VAD) methods work well ...
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03/27/2020
GPVAD: Towards noise robust voice activity detection via weakly supervised sound event detection
Traditional voice activity detection (VAD) methods work well in clean an...
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10/29/2019
Depa: Self-supervised audio embedding for depression detection
Depression detection research has increased over the last few decades as...
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05/31/2019
What does a Car-ssette tape tell?
Captioning has attracted much attention in image and video understanding...
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04/08/2019
Text-based Depression Detection: What Triggers An Alert
Recent advances in automatic depression detection mostly derive from mod...
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02/25/2019