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A dataset for multimodal music information retrieval of Sotho-Tswana musical videos. [PDF]
Oguike O, Primus M.
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Shaping an interdisciplinary AI ecosystem to drive local and global innovation: an interview with Benjamin Rosman. [PDF]
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Automatic Speech Recognition for Under-Resourced Languages: Application to Vietnamese Language
IEEE Transactions on Audio, Speech, and Language Processing, 2009This paper presents our work in automatic speech recognition (ASR) in the context of under-resourced languages with application to Vietnamese. Different techniques for bootstrapping acoustic models are presented. First, we present the use of acoustic-phonetic unit distances and the potential of crosslingual acoustic modeling for under-resourced ...
Le, Viet-Bac, Besacier, Laurent
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Network-Enabled Keyword Extraction for Under-Resourced Languages
Lecture Notes in Computer Science, 2017In this paper we discuss advantages of network- enabled keyword extraction from texts in under- resourced languages. Network-enabled methods are shortly introduced, while focus of the paper is placed on discussion of difficulties that methods must overcome when dealing with content in under-resourced languages (mainly exhibit as a lack of natural ...
Martinčić-Ipšić, Sanda +1 more
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Cross-language phoneme recognition for under-resourced languages
2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, 2012In the present research, we explore several methods for transforming phoneme models from a language with acoustic models that have been trained (source language) to another, untrained language (target language). One approach uses acoustic distance-measures to automatically define the mapping from source to target phonemes.
Noam Lotner +7 more
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Semantic representations for under-resourced languages
Proceedings of the South African Institute of Computer Scientists and Information Technologists 2019, 2019Distributional semantics studies methods for learning semantic representation of natural text. The semantic similarity between words and documents can be derived from this presentation which leads to other practical NLP applications such as collaborative filtering, aspect-based sentiment analysis, intent classification for chatbots and machine ...
Jocelyn Mazarura +2 more
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ASR and Translation for Under-Resourced Languages
2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, 2006There are more than 6000 languages in the world but only a small number possess the resources required for implementation of human language technologies (HLT). Thus, HLT are mostly concerned by languages for which large resources are available or which have suddenly become of interest because of the economic or political scene.
L. Besacier +3 more
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