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09/14/2023
Training Audio Captioning Models without Audio
Automated Audio Captioning (AAC) is the task of generating natural langu...
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09/11/2023
Natural Language Supervision for General-Purpose Audio Representations
Audio-Language models jointly learn multimodal text and audio representa...
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05/19/2023
Pengi: An Audio Language Model for Audio Tasks
In the domain of audio processing, Transfer Learning has facilitated the...
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02/20/2023
Synergy between human and machine approaches to sound/scene recognition and processing: An overview of ICASSP special session
Machine Listening, as usually formalized, attempts to perform a task tha...
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11/14/2022
Describing emotions with acoustic property prompts for speech emotion recognition
Emotions lie on a broad continuum and treating emotions as a discrete nu...
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09/28/2022
Audio Retrieval with WavText5K and CLAP Training
Audio-Text retrieval takes a natural language query to retrieve relevant...
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08/19/2022
Adapting Task-Oriented Dialogue Models for Email Conversations
Intent detection is a key part of any Natural Language Understanding (NL...
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06/09/2022
CLAP: Learning Audio Concepts From Natural Language Supervision
Mainstream Audio Analytics models are trained to learn under the paradig...
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10/05/2021
NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback
Current research in dialogue systems is focused on conversational assist...
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06/12/2021
Improving weakly supervised sound event detection with self-supervised auxiliary tasks
While multitask and transfer learning has shown to improve the performan...
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10/29/2020
Interpreting glottal flow dynamics for detecting COVID-19 from voice
In the pathogenesis of COVID-19, impairment of respiratory functions is ...
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10/21/2020
Detection of COVID-19 through the analysis of vocal fold oscillations
Phonation, or the vibration of the vocal folds, is the primary source of...
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08/17/2020
Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection
Weakly Labelled learning has garnered lot of attention in recent years d...
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05/28/2019