FLEURS

FLEURS is a benchmark used to evaluate speech-to-text translation performance across multiple languages, including Central Kurdish.

Papers using FLEURS (53)

Unified Model For Code-switching Speech Recognition And Language Identification Based On A Concatenated Tokenizer2023 · 11 citesSelf-supervised Adaptive Pre-training Of Multilingual Speech Models For Language And Dialect Identification2023 · 6 citesFireRedASR2S: A State-of-the-Art Industrial-Grade All-in-One Automatic Speech Recognition System2026Whispering in Amharic: Fine-tuning Whisper for Low-resource Language2025 · 7 citesA Compact End-to-end Model With Local And Global Context For Spoken Language Identification2022 · 5 citesTowards Inclusive ASR: Investigating Voice Conversion for Dysarthric Speech Recognition in Low-Resource Languages2025 · 5 citesLanguage-Aware Prompt Tuning for Parameter-Efficient Seamless Language Expansion in Multilingual ASR2025 · 4 citesBandwidth-Efficient and Privacy-Preserving Edge-Cloud Many-to-Many Speech Translation2026Using Songs to Improve Kazakh Automatic Speech Recognition2026Dual-pipeline With Low-rank Adaptation For New Language Integration In Multilingual ASR2024 · 2 citesCTC-GMM: CTC Guided Modality Matching For Fast And Accurate Streaming Speech Translation2024 · 2 citesSwedish Whispers; Leveraging a Massive Speech Corpus for Swedish Speech Recognition2025 · 1 citesEnglish to Central Kurdish Speech Translation: Corpus Creation, Evaluation, and Orthographic Standardization2026Script Collapse in Multilingual ASR: Defining and Measuring Script Fidelity Rate2026VietSuperSpeech: A Large-Scale Vietnamese Conversational Speech Dataset for ASR Fine-Tuning in Chatbot, Customer Support, and Call Center Applications2026Two-Stage Adaptation for Non-Normative Speech Recognition: Revisiting Speaker-Independent Initialization for Personalization2026FLEURS-Kobani: Extending the FLEURS Dataset for Northern Kurdish2026MCAT: Scaling Many-to-Many Speech-to-Text Translation with MLLMs to 70 Languages2025POTSA: A Cross-Lingual Speech Alignment Framework for Speech-to-Text Translation2025PART: Progressive Alignment Representation Training for Multilingual Speech-To-Text with LLMs2025DQLoRA: A Lightweight Domain-Aware Denoising ASR via Adapter-guided Distillation2025Training-Free Voice Conversion with Factorized Optimal Transport2025Improving Language and Modality Transfer in Translation by Character-level Modeling2025On the use of Performer and Agent Attention for Spoken Language Identification2025AfriHuBERT: A self-supervised speech representation model for African languages2024Multilingual And Fully Non-autoregressive ASR With Large Language Model Fusion: A Comprehensive Study2024 · 5 citesInvestigating Decoder-only Large Language Models For Speech-to-text Translation2024 · 3 citesAfrica-centric Self-supervised Pre-training For Multilingual Speech Representation In A Sub-saharan Context2024SeamlessM4T: Massively Multilingual & Multimodal Machine Translation2023 · 12 citesA Compact End-to-End Model with Local and Global Context for Spoken Language Identification2022 · 4 citesSpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations2022 · 4 citesGigaSpeech 2: An Evolving, Large-Scale and Multi-domain ASR Corpus for Low-Resource Languages with Automated Crawling, Transcription and Refinement2024 · 2 citesImproving Massively Multilingual ASR With Auxiliary CTC Objectives2023 · 1 citesMultilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study2024 · 1 citesMaestro-U: Leveraging joint speech-text representation learning for zero supervised speech ASR2022Label Aware Speech Representation Learning For Language Identification2023Unified model for code-switching speech recognition and language identification based on a concatenated tokenizer2023HK-LegiCoST: Leveraging Non-Verbatim Transcripts for Speech Translation2023Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification2023Whispering in Norwegian: Navigating Orthographic and Dialectic Challenges2024GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators2024Africa-Centric Self-Supervised Pre-Training for Multilingual Speech Representation in a Sub-Saharan Context2024ASTRA: Aligning Speech and Text Representations for Asr without Sampling2024Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR2024Investigating Decoder-only Large Language Models for Speech-to-text Translation2024FLEURS-R: A Restored Multilingual Speech Corpus for Generation Tasks2024ASR Benchmarking: Need for a More Representative Conversational Dataset2024EMMeTT: Efficient Multimodal Machine Translation Training2024Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking2024Making LLMs Better Many-to-Many Speech-to-Text Translators with Curriculum Learning2024CTC-GMM: CTC guided modality matching for fast and accurate streaming speech translation2024DENOASR: Debiasing ASRs through Selective Denoising2024Whisper Finetuning on Nepali Language2024