Philip N. Garner | DeepAI

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Featured Co-authors

Yi Xu
100 publications
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24 publications
Herve Bourlard
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Afsaneh Asaei
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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...

0 Mutian He, et al. ∙

∙ 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...

0 Mutian He, et al. ∙

∙ 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...

0 Haolin Chen, et al. ∙

∙ 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-...

0 Alexandre Bittar, et al. ∙

∙ 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...

0 Louise Coppieters de Gibson, et al. ∙

∙ 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...

0 Alexandre Bittar, et al. ∙

∙ 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...

0 Niccolò Antonello, et al. ∙

∙ 10/24/2019

A Bayesian Approach to Recurrence in Neural Networks

We begin by reiterating that common neural network activation functions ...

0 Philip N. Garner, et al. ∙

∙ 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...

0 Branislav Gerazov, et al. ∙

∙ 11/27/2017

Multilingual Training and Cross-lingual Adaptation on CTC-based Acoustic Model

Phoneme-based multilingual training and different cross-lingual adaptati...

0 Sibo Tong, et al. ∙

∙ 04/15/2016

Composition of Deep and Spiking Neural Networks for Very Low Bit Rate Speech Coding

Most current very low bit rate (VLBR) speech coding systems use hidden M...

0 Milos Cernak, et al. ∙

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