Semi-supervised speech recognition acoustic model training using policy gradient

H Chung, SJ Lee, HB Jeon, JG Park - Applied Sciences, 2020 - mdpi.com
In this paper, we propose a policy gradient-based semi-supervised speech recognition
acoustic model training. In practice, self-training and teacher/student learning are one of the …

Hyper Autoencoders

D Soydaner - Neural Processing Letters, 2020 - Springer
We introduce the hyper autoencoder architecture where a secondary, hypernetwork is used
to generate the weights of the encoder and decoder layers of the primary, actual …

Speech recognition for task domains with sparse matched training data

BO Kang, HB Jeon, JG Park - Applied Sciences, 2020 - mdpi.com
We propose two approaches to handle speech recognition for task domains with sparse
matched training data. One is an active learning method that selects training data for the …

Detecting early signs of dementia in conversation

B Mirheidari - 2018 - etheses.whiterose.ac.uk
Dementia can affect a person's speech, language and conversational interaction
capabilities. The early diagnosis of dementia is of great clinical importance. Recent studies …

Improving end-to-end Bangla speech recognition with semi-supervised training

N Sadeq, NT Chowdhury, FT Utshaw… - Findings of the …, 2020 - aclanthology.org
Automatic speech recognition systems usually require large annotated speech corpus for
training. The manual annotation of a large corpus is very difficult. It can be very helpful to use …

Bangla voice command recognition with context specific optimization

N Sadeq - 2021 - lib.buet.ac.bd
Voice command recognition task commonly involves an Automatic Speech Recognition
(ASR) system with context-specific optimization. Automatic Speech Recognition system …

[PDF][PDF] Year 2 of Interactive Grounded Language Understanding

J ˆome Abdelnour, S Brodeur, M Brousmiche, L Celotti… - chistera.eu
▶ Beginning of the integration of developed algorithms on multiple robotic platforms (eg IRL-
1, Baxter).▶ Study of the effects of grounding in multimodal neural machine translation.▶ …

Derin sinir ağı temelli üst özkodlayıcıların yapay öğrenme yöntemleriyle eğitilmesi

D Soydaner - 2018 - acikerisim.msgsu.edu.tr
Derin sinir ağı temelli üst özkodlayıcıların yapay öğrenme yöntemleriyle eğitilmesi Geçiş
Yönlendirmesi Türkçe English Türkçe Türkçe English Giriş Geçiş Yönlendirmesi Öğe Göster Ana …