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10/28/2022
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks
The events of recent years have highlighted the importance of telemedici...
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08/29/2020
Data augmentation using prosody and false starts to recognize non-native children's speech
This paper describes AaltoASR's speech recognition system for the INTERS...
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08/19/2020
FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics
Creating open-domain chatbots requires large amounts of conversational d...
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08/06/2020
Aalto's End-to-End DNN systems for the INTERSPEECH 2020 Computational Paralinguistics Challenge
End-to-end neural network models (E2E) have shown significant performanc...
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07/22/2020
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models
Character-based Neural Network Language Models (NNLM) have the advantage...
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05/28/2020
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
In spoken Keyword Search, the query may contain out-of-vocabulary (OOV) ...
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03/28/2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
In this paper, we address the problem of effectively self-training neura...
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08/22/2017
Long-Short Range Context Neural Networks for Language Modeling
The goal of language modeling techniques is to capture the statistical a...
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03/23/2017