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05/22/2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding
Recently, large pretrained language models have demonstrated strong lang...
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05/16/2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
End-to-end spoken language understanding (SLU) remains elusive even with...
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03/03/2023
An investigation into the adaptability of a diffusion-based TTS model
Given the recent success of diffusion in producing natural-sounding synt...
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12/01/2022
Surrogate Gradient Spiking Neural Networks as Encoders for Large Vocabulary Continuous Speech Recognition
Compared to conventional artificial neurons that produce dense and real-...
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08/22/2022
Low-Level Physiological Implications of End-to-End Learning of Speech Recognition
Current speech recognition architectures perform very well from the poin...
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07/21/2022
Bayesian Recurrent Units and the Forward-Backward Algorithm
Using Bayes's theorem, we derive a unit-wise recurrence as well as a bac...
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06/09/2020
A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers
Neural Network (NN) classifiers can assign extreme probabilities to samp...
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10/24/2019
A Bayesian Approach to Recurrence in Neural Networks
We begin by reiterating that common neural network activation functions ...
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06/22/2018
A Variational Prosody Model for the decomposition and synthesis of speech prosody
The quest for comprehensive generative models of intonation that link li...
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11/27/2017
Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model
Phoneme-based multilingual training and different cross-lingual adaptati...
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04/15/2016