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09/20/2023
Investigating Personalization Methods in Text to Music Generation
In this work, we investigate the personalization of text-to-music diffus...
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05/30/2023
Weakly-supervised forced alignment of disfluent speech using phoneme-level modeling
The study of speech disorders can benefit greatly from time-aligned data...
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03/24/2023
Depression detection in social media posts using affective and social norm features
We propose a deep architecture for depression detection from social medi...
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12/31/2022
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek
Modern speech recognition systems exhibits rapid performance degradation...
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12/01/2022
Adapted Multimodal BERT with Layer-wise Fusion for Sentiment Analysis
Multimodal learning pipelines have benefited from the success of pretrai...
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10/03/2022
Extending Compositional Attention Networks for Social Reasoning in Videos
We propose a novel deep architecture for the task of reasoning about soc...
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04/28/2022
Regotron: Regularizing the Tacotron2 architecture via monotonic alignment loss
Recent deep learning Text-to-Speech (TTS) systems have achieved impressi...
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01/24/2022
MMLatch: Bottom-up Top-down Fusion for Multimodal Sentiment Analysis
Current deep learning approaches for multimodal fusion rely on bottom-up...
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10/30/2021
EmpBot: A T5-based Empathetic Chatbot focusing on Sentiments
In this paper, we introduce EmpBot: an end-to-end empathetic chatbot. Em...
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10/13/2021
ADMM-DAD net: a deep unfolding network for analysis compressed sensing
In this paper, we propose a new deep unfolding neural network based on t...
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04/14/2021
UDALM: Unsupervised Domain Adaptation through Language Modeling
In this work we explore Unsupervised Domain Adaptation (UDA) of pretrain...
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04/14/2021
Unsupervised low-rank representations for speech emotion recognition
We examine the use of linear and non-linear dimensionality reduction alg...
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04/29/2020
Multiresolution and Multimodal Speech Recognition with Transformers
This paper presents an audio visual automatic speech recognition (AV-ASR...
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11/09/2018
Integrating Recurrence Dynamics for Speech Emotion Recognition
We investigate the performance of features that can capture nonlinear re...
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06/01/2018
Pattern Search Multidimensional Scaling
We present a novel view of nonlinear manifold learning using derivative-...
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06/01/2018
Pattern Search MDS
We present a novel view of nonlinear manifold learning using derivative-...
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04/18/2018
NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs
In this paper we present two deep-learning systems that competed at SemE...
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04/18/2018
NTUA-SLP at SemEval-2018 Task 1: Predicting Affective Content in Tweets with Deep Attentive RNNs and Transfer Learning
In this paper we present deep-learning models that submitted to the SemE...
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04/18/2018