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09/18/2023
Does Video Summarization Require Videos? Quantifying the Effectiveness of Language in Video Summarization
Video summarization remains a huge challenge in computer vision due to t...
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06/08/2023
PEFT-SER: On the Use of Parameter Efficient Transfer Learning Approaches For Speech Emotion Recognition Using Pre-trained Speech Models
Many recent studies have focused on fine-tuning pre-trained models for s...
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04/03/2023
Designing and Evaluating Speech Emotion Recognition Systems: A reality check case study with IEMOCAP
There is an imminent need for guidelines and standard test sets to allow...
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11/25/2022
Can Knowledge of End-to-End Text-to-Speech Models Improve Neural MIDI-to-Audio Synthesis Systems?
With the similarity between music and speech synthesis from symbolic inp...
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10/20/2022
MovieCLIP: Visual Scene Recognition in Movies
Longform media such as movies have complex narrative structures, with ev...
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08/18/2022
VAuLT: Augmenting the Vision-and-Language Transformer with the Propagation of Deep Language Representations
We propose the Vision-and-Augmented-Language Transformer (VAuLT). VAuLT ...
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03/09/2020
Crossmodal learning for audio-visual speech event localization
An objective understanding of media depictions, such as about inclusive ...
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11/18/2019
