FFSTC: Fongbe to French Speech Translation Corpus
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Abstract (arXiv)
In this paper, we introduce the Fongbe to French Speech Translation Corpus (FFSTC) for the first time. This corpus encompasses approximately 31 hours of collected Fongbe language content, featuring both French transcriptions and corresponding Fongbe voice recordings. FFSTC represents a comprehensive dataset compiled through various collection methods and the efforts of dedicated individuals. Furthermore, we conduct baseline experiments using Fairseq's transformer_s and conformer models to evaluate data quality and validity. Our results indicate a score of 8.96 for the transformer_s model and 8.14 for the conformer model, establishing a baseline for the FFSTC corpus.
Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 22 of its 40 references that are in the map. First posted on arXiv 8 Mar 2024.
Builds on
22 of 40 references.
References · 22
- 2017Attention Is All You Needcited by 59,932
- 2014Adam: A Method for Stochastic Optimizationcited by 36,960
- 2014Sequence to Sequence Learning with Neural Networkscited by 2,974
- 2018SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processingcited by 1,973
- 2020Conformer: Convolution-augmented Transformer for Speech Recognitioncited by 1,838
- 2018A Call for Clarity in Reporting BLEU Scorescited by 1,790
- 2019fairseq: A Fast, Extensible Toolkit for Sequence Modelingcited by 1,486
- 2021VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretationcited by 455
- 2020fairseq S2T: Fast Speech-to-Text Modeling with fairseqcited by 174
- 2019Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debatescited by 114
- 2021The Multilingual TEDx Corpus for Speech Recognition and Translationcited by 101
- 2022CVSS Corpus and Massively Multilingual Speech-to-Speech Translationcited by 71
10 more
- 2020CoVoST: A Diverse Multilingual Speech-To-Text Translation Corpuscited by 57
- 2023MuAViC: A Multilingual Audio-Visual Corpus for Robust Speech Recognition and Robust Speech-to-Text Translationcited by 39
- 2018Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluationcited by 34
- 2022GigaST: A 10,000-hour Pseudo Speech Translation Corpuscited by 20
- 2020FFR v1.1: Fon-French Neural Machine Translationcited by 16
- 2021BSTC: A Large-Scale Chinese-English Speech Translation Datasetcited by 16
- 2022Speech Resources in the Tamasheq Languagecited by 13
- 2019LibriVoxDeEn: A Corpus for German-to-English Speech Translation and German Speech Recognitioncited by 7
- 2021Kosp2e: Korean Speech to English Translation Corpuscited by 7
- 2022A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translationcited by 2
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Citing papers per year: 2025: 1; 2026: 2.
3 papers.
- 2025Large Multimodal Models for Low-Resource Languages: A Surveycited by 4
- 2026Evaluating Large Language Models for Hausa and Fongbe Machine Translation: Benchmarks, Failures, and Metric Reliabilitycited by 0
- 2026From Speech to Text Corpora: Evaluating ASR-Based Data Acquisition for Low-Resource Fongbe and Hausacited by 0
- 2026From Speech to Text Corpora: Evaluating ASR-Based Data Acquisition for Low-Resource Fongbe and Hausa20 Jun 2026
- 2026Evaluating Large Language Models for Hausa and Fongbe Machine Translation: Benchmarks, Failures, and Metric Reliability20 Jun 2026
- 2025Large Multimodal Models for Low-Resource Languages: A Survey8 Feb 2025