Projectos de ensino do Portugus e traduo falaparafala no mbito do Programa Carnegie MellonPortugal - PowerPoint PPT Presentation

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Projectos de ensino do Portugus e traduo falaparafala no mbito do Programa Carnegie MellonPortugal

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Machine translation. Spoken language processing. Speech understanding. Spoken dialog systems. Speech-to-Speech machine translation. Summarization of spoken documents ... – PowerPoint PPT presentation

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Title: Projectos de ensino do Portugus e traduo falaparafala no mbito do Programa Carnegie MellonPortugal


1
Projectos de ensino do Português e tradução
fala-para-fala no âmbito doPrograma Carnegie
MellonPortugal
Isabel Trancoso
2
L2F Spoken Language Systems Lab
3
Core technologies
  • Speech processing
  • Text-to-speech synthesis
  • Automatic process for building new voices
  • Limited domain synthesis
  • Expressive speech synthesis
  • Audio-visual synthesis
  • Automatic speech recognition
  • Robust speech recognition
  • Speaker adaptation
  • Large vocabulary continuous recognition
  • Rich transcription of spontaneous speech
  • Speech coding
  • Speech enhancement
  • Speaker and language identification
  • Text processing
  • Morphological analysis
  • Syntactic analysis
  • Semantic analysis
  • Discourse analysis
  • NL Generation
  • Named entity extraction
  • Information retrieval
  • Summarization
  • Question answering
  • Machine translation
  • Spoken language processing
  • Speech understanding
  • Spoken dialog systems
  • Speech-to-Speech machine translation
  • Summarization of spoken documents
  • Question answering on spoken documents
  • Classification of multimedia documents
  • Language tutoring
  • etc.

4
European Projects (on-going)
  • LIREC
  • LIving with Robots and intEractive Companions
  • VIDIVideo
  • Interactive semantic video search with a large
    thesaurus of machine learned audio-visual
    concepts
  • I-DASH
  • The Investigators Dashboard (Safer Internet)
  • COST 2102
  • Cross-Modal Analysis of Verbal and Non-verbal
    Communication
  • COST 2103
  • Advanced Voice Function Assessment
  • ECESS
  • European Center of Excellence on Speech Synthesis

5
National Projects
  • Other varieties of Portuguese
  • POSTPORT Project
  • Cooperation with Brazil
  • Speech-to-speech machine translation
  • PT-STAR Project
  • Cooperation with CMU
  • Computer Aided Language Learning
  • REAP.PT Project
  • Cooperation with CMU

6
Speech Translation Advanced Research to and
from Portuguese
PT-STAR
PI Luísa Coheur
7
Main tasks
8
Proof of concept
  • Prototype development
  • Broadcast news
  • Lecture domain

9
Cross-lingual voice conversion
TTS
ASR
MT
10
REAP.PT
Computer Aided Language Learning (CALL) Reading
Practice
PI Nuno Mamede
11
Architecture
technologyfrom seed
L2 F - Spoken Language Systems Laboratory
11
12
Reading Session
13
Main Tasks
  • Porting REAP to a new language involves several
    tasks
  • Adaptation of the interface
  • Integration of new linguistic resources
    (dictionaries, web corpora, target word lists)
  • Integration of new tools (such as topic
    classifiers)
  • Making the necessary adaptations for
    typologically different languages
  • REAP.PT is not at all limited to porting to
    Portuguese, involving many open research
    challenges
  • Readability
  • Cloze question generation
  • Oral comprehension

14
Oral comprehension
  • Very strong vowel reduction in European
    Portuguese
  • Text-to-speech synthesis of any selected text
  • Audio playback of pre-recorded audio books
  • (automatically aligned)
  • Audio playback of broadcast news shows\
  • (manually or automatically transcribed)

15
Demos
technologyfrom seed
  • http//call.l2f.inesc-id.pt/reap.pt/
  • http//www.l2f.inesc-id.pt/

Instituto de Engenharia de Sistemas e
Computadores Investigação e Desenvolvimento em
Lisboa
L2 F - Spoken Language Systems Laboratory
15
16
technologyfrom seed
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