RACAI Entry for the IWSLT 2016 Shared Task

no code implementations • IWSLT 2016 • Sonia Pipa, Alin Florentin Vasile, Ioana Ionașcu, Stefan Daniel Dumitrescu, Tiberiu Boros

We introduce our ASR system for English and our MT system for English to French (En-Fr) and English to German (En-De) language pairs.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Generative Adversarial Training for Text-to-Speech Synthesis Based on Raw Phonetic Input and Explicit Prosody Modelling

1 code implementation • 14 Oct 2023 • Tiberiu Boros, Stefan Daniel Dumitrescu, Ionut Mironica, Radu Chivereanu

We describe an end-to-end speech synthesis system that uses generative adversarial training.

Speech Synthesis Text-To-Speech Synthesis +1

Attention-free encoder decoder for morphological processing

no code implementations • CONLL 2018 • Stefan Daniel Dumitrescu, Tiberiu Boros

Lemmatization

NLP-Cube: End-to-End Raw Text Processing With Neural Networks

1 code implementation • CONLL 2018 • Tiberiu Boros, Stefan Daniel Dumitrescu, Rux Burtica, ra

We introduce NLP-Cube: an end-to-end Natural Language Processing framework, evaluated in CoNLL{'}s {``}Multilingual Parsing from Raw Text to Universal Dependencies 2018{''} Shared Task.

Lemmatization Sentence

GBD-NER at PARSEME Shared Task 2018: Multi-Word Expression Detection Using Bidirectional Long-Short-Term Memory Networks and Graph-Based Decoding

no code implementations • COLING 2018 • Tiberiu Boros, Rux Burtica, ra

This paper addresses the issue of multi-word expression (MWE) detection by employing a new decoding strategy inspired after graph-based parsing.

Feature Engineering NER

Tools and resources for Romanian text-to-speech and speech-to-text applications

4 code implementations • 15 Feb 2018 • Tiberiu Boros, Stefan Daniel Dumitrescu, Vasile Pais

In this paper we introduce a set of resources and tools aimed at providing support for natural language processing, text-to-speech synthesis and speech recognition for Romanian.

speech-recognition Speech Recognition +2

Fast and Accurate Decision Trees for Natural Language Processing Tasks

no code implementations • RANLP 2017 • Tiberiu Boros, Stefan Daniel Dumitrescu, Sonia Pipa

Decision trees have been previously employed in many machine-learning tasks such as part-of-speech tagging, lemmatization, morphological-attribute resolution, letter-to-sound conversion and statistical-parametric speech synthesis.

Attribute BIG-bench Machine Learning +6

RACAI's Natural Language Processing pipeline for Universal Dependencies

no code implementations • CONLL 2017 • Stefan Daniel Dumitrescu, Tiberiu Boros, Dan Tufis

This paper presents RACAI{'}s approach, experiments and results at CONLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies.

Lemmatization Sentence

CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface

no code implementations • EACL 2017 • Tiberiu Boros, Stefan Daniel Dumitrescu, Sonia Pipa

Voice enabled human computer interfaces (HCI) that integrate automatic speech recognition, text-to-speech synthesis and natural language understanding have become a commodity, introduced by the immersion of smart phones and other gadgets in our daily lives.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

A data-driven approach to verbal multiword expression detection. PARSEME Shared Task system description paper

no code implementations • WS 2017 • Tiberiu Boros, Sonia Pipa, Verginica Barbu Mititelu, Dan Tufis

{``}Multiword expressions{''} are groups of words acting as a morphologic, syntactic and semantic unit in linguistic analysis.

feature selection Lemmatization +1

Large tagset labeling using Feed Forward Neural Networks. Case study on Romanian Language

no code implementations • ACL 2013 • Tiberiu Boros, Radu Ion, Dan Tufis

Machine Translation Part-Of-Speech Tagging +3