Bonaventure F. P. Dossou | DeepAI

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∙ 08/28/2023

FonMTL: Towards Multitask Learning for the Fon Language

The Fon language, spoken by an average 2 million of people, is a truly l...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 06/03/2023

Adapting Pretrained ASR Models to Low-resource Clinical Speech using Epistemic Uncertainty-based Data Selection

While there has been significant progress in ASR, African-accented clini...

3 Bonaventure F. P. Dossou, et al. ∙

∙ 06/01/2023

AfriNames: Most ASR models "butcher" African Names

Useful conversational agents must accurately capture named entities to m...

3 Tobi Olatunji, et al. ∙

∙ 05/23/2023

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African Languages

In this paper, we present MasakhaPOS, the largest part-of-speech (POS) d...

4 Cheikh M. Bamba Dione, et al. ∙

∙ 04/19/2023

MasakhaNEWS: News Topic Classification for African languages

African languages are severely under-represented in NLP research due to ...

6 David Ifeoluwa Adelani, et al. ∙

∙ 03/29/2023

Adapting to the Low-Resource Double-Bind: Investigating Low-Compute Methods on Low-Resource African Languages

Many natural language processing (NLP) tasks make use of massively pre-t...

2 Colin Leong, et al. ∙

∙ 03/19/2023

Pretrained Vision Models for Predicting High-Risk Breast Cancer Stage

Cancer is increasingly a global health issue. Seconding cardiovascular d...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 11/07/2022

AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages

In recent years, multilingual pre-trained language models have gained pr...

4 Bonaventure F. P. Dossou, et al. ∙

∙ 04/08/2022

MMTAfrica: Multilingual Machine Translation for African Languages

In this paper, we focus on the task of multilingual machine translation ...

0 Chris C. Emezue, et al. ∙

∙ 09/15/2021

FSER: Deep Convolutional Neural Networks for Speech Emotion Recognition

Using mel-spectrograms over conventional MFCCs features, we assess the a...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 03/22/2021

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

With the success of large-scale pre-training and multilingual modeling i...

33 Isaac Caswell, et al. ∙

∙ 03/22/2021

MasakhaNER: Named Entity Recognition for African Languages

We take a step towards addressing the under-representation of the Africa...

5 David Ifeoluwa Adelani, et al. ∙

∙ 03/14/2021

Crowdsourced Phrase-Based Tokenization for Low-Resourced Neural Machine Translation: The Case of Fon Language

Building effective neural machine translation (NMT) models for very low-...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 03/13/2021

OkwuGbé: End-to-End Speech Recognition for Fon and Igbo

Language is inherent and compulsory for human communication. Whether exp...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 03/08/2021

AfriVEC: Word Embedding Models for African Languages. Case Study of Fon and Nobiin

From Word2Vec to GloVe, word embedding models have played key roles in t...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 12/07/2020

An Approach to Intelligent Pneumonia Detection and Integration

Each year, over 2.5 million people, most of them in developed countries,...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 08/03/2020

Lanfrica: A Participatory Approach to Documenting Machine Translation Research on African Languages

Over the years, there have been campaigns to include the African languag...

0 Chris C. Emezue, et al. ∙

∙ 06/14/2020

FFR v1.1: Fon-French Neural Machine Translation

All over the world and especially in Africa, researchers are putting eff...

0 Bonaventure F. P. Dossou, et al. ∙

∙ 03/26/2020

FFR V1.0: Fon-French Neural Machine Translation

Africa has the highest linguistic diversity in the world. On account of ...

0 Bonaventure F. P. Dossou, et al. ∙

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