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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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07/17/2023
BASS: Block-wise Adaptation for Speech Summarization
End-to-end speech summarization has been shown to improve performance ov...
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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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05/13/2023
GPT-Sentinel: Distinguishing Human and ChatGPT Generated Content
This paper presents a novel approach for detecting ChatGPT-generated vs....
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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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10/29/2022
Unifying the Discrete and Continuous Emotion labels for Speech Emotion Recognition
Traditionally, in paralinguistic analysis for emotion detection from spe...
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06/25/2022
Self-supervision and Learnable STRFs for Age, Emotion, and Country Prediction
This work presents a multitask approach to the simultaneous estimation o...
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10/10/2021
Self-Supervised 3D Face Reconstruction via Conditional Estimation
We present a conditional estimation (CEST) framework to learn 3D facial ...
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09/12/2021
SphereFace Revived: Unifying Hyperspherical Face Recognition
This paper addresses the deep face recognition problem under an open-set...
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08/03/2021
SphereFace2: Binary Classification is All You Need for Deep Face Recognition
State-of-the-art deep face recognition methods are mostly trained with a...
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07/16/2021
Controlled AutoEncoders to Generate Faces from Voices
Multiple studies in the past have shown that there is a strong correlati...
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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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11/09/2020
Mask Proxy Loss for Text-Independent Speaker Recognition
Open-set speaker recognition can be regarded as a metric learning proble...
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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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11/13/2019
The phonetic bases of vocal expressed emotion: natural versus acted
Can vocal emotions be emulated? This question has been a recurrent conce...
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10/24/2019
Detecting gender differences in perception of emotion in crowdsourced data
Do men and women perceive emotions differently? Popular convictions plac...
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10/20/2019
Speech-Based Parameter Estimation of an Asymmetric Vocal Fold Oscillation Model and Its Application in Discriminating Vocal Fold Pathologies
So far, several physical models have been proposed for the study of voca...
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05/26/2019
Non-Determinism in Neural Networks for Adversarial Robustness
Recent breakthroughs in the field of deep learning have led to advanceme...
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05/25/2019
Reconstructing faces from voices
Voice profiling aims at inferring various human parameters from their sp...
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03/18/2019
Hierarchical Routing Mixture of Experts
In regression tasks the distribution of the data is often too complex to...
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02/07/2019
Hide and Speak: Deep Neural Networks for Speech Steganography
Steganography is the science of hiding a secret message within an ordina...
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10/01/2018
Neural Regression Trees
Regression-via-Classification (RvC) is the process of converting a regre...
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07/12/2018
Disjoint Mapping Network for Cross-modal Matching of Voices and Faces
We propose a novel framework, called Disjoint Mapping Network (DIMNet), ...
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07/12/2018
Optimal Strategies for Matching and Retrieval Problems by Comparing Covariates
In many retrieval problems, where we must retrieve one or more entries f...
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02/19/2018
Voice Impersonation using Generative Adversarial Networks
Voice impersonation is not the same as voice transformation, although th...
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12/01/2017
Speaker identification from the sound of the human breath
This paper examines the speaker identification potential of breath sound...
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02/27/2016
Content-based Video Indexing and Retrieval Using Corr-LDA
Existing video indexing and retrieval methods on popular web-based multi...
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02/27/2015