Publications related to Lexicon

Kinesthetic motor-imagery training improves performance on lexical-semantic access

Sylvain Jean-François Harquel, Camille Bonnet

The objective of this study was to evaluate the effect of Motor Imagery (MI) training on language comprehension. In line with literature suggesting an intimate relationship between the language and the motor system, we proposed that a MI-training could imp ...

PUBLIC LIBRARY SCIENCE2022

Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model

Hervé Bourlard, Philip Neil Garner, Sibo Tong

Multilingual models for Automatic Speech Recognition (ASR) are attractive as they have been shown to benefit from more training data, and better lend themselves to adaptation to under-resourced languages. However, initialisation from monolingual context-de ...

ELSEVIER SCIENCE BV2018

Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models

Ramya Rasipuram, Marzieh Razavi

Developing a phonetic lexicon for a language requires linguistic knowledge as well as human effort, which may not be available, particularly for under-resourced languages. An alternative to development of a phonetic lexicon is to automatically derive subwo ...

Idiap2017

Kamusi Pre:D - Source-Side Disambiguation and a Sense Aligned Multilingual Lexicon

Martin Benjamin, Jeffrey Richard Allen

This paper discusses Kamusi Pre:D, a system to improve translation by disambiguating word senses in a source document with reference to a large concept-based lexicon that is aligned by sense across numerous languages. Currently under active development, th ...

2016

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

Maud Ehrmann

This paper reports on an approach and experiments to automatically build a cross-lingual multi-word entity resource. Starting from a collection of millions of acronym/expansion pairs for 22 languages where expansion variants were grouped into monolingual c ...

European Language Resources Association (ELRA)2016

Fine-Grained Emotion Recognition in Olympic Tweets Based on Human Computation

Pearl Pu Faltings, Claudiu-Cristian Musat, Valentina Sintsova

In this paper, we detail a method for domain specific, multi-category emotion recognition, based on human computation. We create an Amazon Mechanical Turk1 task that elicits emotion labels and phrase-emotion associations from the participants. Using the pr ...

2013

Enhancing State Mapping-Based Cross-Lingual Speaker Adaptation using Phonological Knowledge in a Data-Driven Manner

John David Scott Dines, Hui Liang

HMM state mapping with the Kullback-Leibler divergence as a distribution similarity measure is a simple and effective technique that enables cross-lingual speaker adaptation for speech synthesis. However, since this technique does not take any other potent ...

Idiap2013

VTLN-Based Rapid Cross-Lingual Adaptation for Statistical Parametric Speech Synthesis

Philip Neil Garner, John David Scott Dines, Hui Liang, Lakshmi Babu Saheer

Cross-lingual speaker adaptation (CLSA) has emerged as a new challenge in statistical parametric speech syn- thesis, with specific application to speech-to-speech translation. Recent research has shown that reasonable speaker similarity can be achieved in ...

Idiap2012

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Lexicon

Kinesthetic motor-imagery training improves performance on lexical-semantic access

Multilingual Training and Adaptation in Speech Recognition

Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model

Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models

Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages

Kamusi Pre:D - Source-Side Disambiguation and a Sense Aligned Multilingual Lexicon

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

Fine-Grained Emotion Recognition in Olympic Tweets Based on Human Computation

Enhancing State Mapping-Based Cross-Lingual Speaker Adaptation using Phonological Knowledge in a Data-Driven Manner

VTLN-Based Rapid Cross-Lingual Adaptation for Statistical Parametric Speech Synthesis

Graph Chatbot

Chat with Graph Search

Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models

Multilingual Training and Adaptation in Speech Recognition

Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model

Enhancing State Mapping-Based Cross-Lingual Speaker Adaptation using Phonological Knowledge in a Data-Driven Manner

Kamusi Pre:D - Source-Side Disambiguation and a Sense Aligned Multilingual Lexicon

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

Fine-Grained Emotion Recognition in Olympic Tweets Based on Human Computation

VTLN-Based Rapid Cross-Lingual Adaptation for Statistical Parametric Speech Synthesis

Kinesthetic motor-imagery training improves performance on lexical-semantic access

Investigating Cross-lingual Multi-level Adaptive Networks: The Importance of the Correlation of Source and Target Languages