Sometin Beta Pass Notin (SBPN): Improving Multilingual ASR for Nigerian Languages via Knowledge Distillation
Fuente:
arXiv
Saved in:
| Main Author: | Ogun, Sewade |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR
by: Ogun, Sewade, et al.
Published: (2025)
by: Ogun, Sewade, et al.
Published: (2025)
Performant ASR Models for Medical Entities in Accented Speech
by: Afonja, Tejumade, et al.
Published: (2024)
by: Afonja, Tejumade, et al.
Published: (2024)
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024)
by: Huang, Shao-Syuan, et al.
Published: (2024)
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis
by: Ogun, Sewade, et al.
Published: (2024)
by: Ogun, Sewade, et al.
Published: (2024)
A Parameter-efficient Language Extension Framework for Multilingual ASR
by: Liu, Wei, et al.
Published: (2024)
by: Liu, Wei, et al.
Published: (2024)
Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
by: Thorbecke, Iuliia, et al.
Published: (2024)
by: Thorbecke, Iuliia, et al.
Published: (2024)
Efficient Multilingual ASR Finetuning via LoRA Language Experts
by: Li, Jiahong, et al.
Published: (2025)
by: Li, Jiahong, et al.
Published: (2025)
Dual-Pipeline with Low-Rank Adaptation for New Language Integration in Multilingual ASR
by: Khassanov, Yerbolat, et al.
Published: (2024)
by: Khassanov, Yerbolat, et al.
Published: (2024)
Romanization Encoding For Multilingual ASR
by: Ding, Wen, et al.
Published: (2024)
by: Ding, Wen, et al.
Published: (2024)
Bi-directional Context-Enhanced Speech Large Language Models for Multilingual Conversational ASR
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking
by: Yan, Brian, et al.
Published: (2024)
by: Yan, Brian, et al.
Published: (2024)
Multi-Teacher Language-Aware Knowledge Distillation for Multilingual Speech Emotion Recognition
by: Bijoy, Mehedi Hasan, et al.
Published: (2025)
by: Bijoy, Mehedi Hasan, et al.
Published: (2025)
Leave No Knowledge Behind During Knowledge Distillation: Towards Practical and Effective Knowledge Distillation for Code-Switching ASR Using Realistic Data
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
by: Tseng, Liang-Hsuan, et al.
Published: (2024)
MSA-ASR: Efficient Multilingual Speaker Attribution with frozen ASR Models
by: Nguyen, Thai-Binh, et al.
Published: (2024)
by: Nguyen, Thai-Binh, et al.
Published: (2024)
Exploring SSL Discrete Tokens for Multilingual ASR
by: Cui, Mingyu, et al.
Published: (2024)
by: Cui, Mingyu, et al.
Published: (2024)
Configurable Multilingual ASR with Speech Summary Representations
by: Zhu, Harrison, et al.
Published: (2024)
by: Zhu, Harrison, et al.
Published: (2024)
LAMA-UT: Language Agnostic Multilingual ASR through Orthography Unification and Language-Specific Transliteration
by: Lee, Sangmin, et al.
Published: (2024)
by: Lee, Sangmin, et al.
Published: (2024)
Multilingual DistilWhisper: Efficient Distillation of Multi-task Speech Models via Language-Specific Experts
by: Ferraz, Thomas Palmeira, et al.
Published: (2023)
by: Ferraz, Thomas Palmeira, et al.
Published: (2023)
Improving ASR Contextual Biasing with Guided Attention
by: Tang, Jiyang, et al.
Published: (2024)
by: Tang, Jiyang, et al.
Published: (2024)
Advocating Character Error Rate for Multilingual ASR Evaluation
by: K, Thennal D, et al.
Published: (2024)
by: K, Thennal D, et al.
Published: (2024)
Multilingual and Fully Non-Autoregressive ASR with Large Language Model Fusion: A Comprehensive Study
by: Huang, W. Ronny, et al.
Published: (2024)
by: Huang, W. Ronny, et al.
Published: (2024)
NTU Speechlab LLM-Based Multilingual ASR System for Interspeech MLC-SLM Challenge 2025
by: Peng, Yizhou, et al.
Published: (2025)
by: Peng, Yizhou, et al.
Published: (2025)
A Language-Agnostic Hierarchical LoRA-MoE Architecture for CTC-based Multilingual ASR
by: Zheng, Yuang, et al.
Published: (2026)
by: Zheng, Yuang, et al.
Published: (2026)
Continual Learning Optimizations for Auto-regressive Decoder of Multilingual ASR systems
by: Kwok, Chin Yuen, et al.
Published: (2024)
by: Kwok, Chin Yuen, et al.
Published: (2024)
The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models
by: Adedeji, Ayo, et al.
Published: (2024)
by: Adedeji, Ayo, et al.
Published: (2024)
BLR-MoE: Boosted Language-Routing Mixture of Experts for Domain-Robust Multilingual E2E ASR
by: Ma, Guodong, et al.
Published: (2025)
by: Ma, Guodong, et al.
Published: (2025)
Efficient Adapter Finetuning for Tail Languages in Streaming Multilingual ASR
by: Bai, Junwen, et al.
Published: (2024)
by: Bai, Junwen, et al.
Published: (2024)
Benchmarking Japanese Speech Recognition on ASR-LLM Setups with Multi-Pass Augmented Generative Error Correction
by: Ko, Yuka, et al.
Published: (2024)
by: Ko, Yuka, et al.
Published: (2024)
BLSP-KD: Bootstrapping Language-Speech Pre-training via Knowledge Distillation
by: Wang, Chen, et al.
Published: (2024)
by: Wang, Chen, et al.
Published: (2024)
Evaluating Standard and Dialectal Frisian ASR: Multilingual Fine-tuning and Language Identification for Improved Low-resource Performance
by: Amooie, Reihaneh, et al.
Published: (2025)
by: Amooie, Reihaneh, et al.
Published: (2025)
Anatomy of Industrial Scale Multilingual ASR
by: Ramirez, Francis McCann, et al.
Published: (2024)
by: Ramirez, Francis McCann, et al.
Published: (2024)
To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation
by: Waheed, Abdul, et al.
Published: (2024)
by: Waheed, Abdul, et al.
Published: (2024)
Large Language Models based ASR Error Correction for Child Conversations
by: Xu, Anfeng, et al.
Published: (2025)
by: Xu, Anfeng, et al.
Published: (2025)
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)
by: Song, Zheshu, et al.
Published: (2024)
Towards Rehearsal-Free Multilingual ASR: A LoRA-based Case Study on Whisper
by: Xu, Tianyi, et al.
Published: (2024)
by: Xu, Tianyi, et al.
Published: (2024)
ASR-EC Benchmark: Evaluating Large Language Models on Chinese ASR Error Correction
by: Wei, Victor Junqiu, et al.
Published: (2024)
by: Wei, Victor Junqiu, et al.
Published: (2024)
Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST
by: Sekoyan, Monica, et al.
Published: (2025)
by: Sekoyan, Monica, et al.
Published: (2025)
Context and System Fusion in Post-ASR Emotion Recognition with Large Language Models
by: Stepachev, Pavel, et al.
Published: (2024)
by: Stepachev, Pavel, et al.
Published: (2024)
Efficient ASR for Low-Resource Languages: Leveraging Cross-Lingual Unlabeled Data
by: Bandarupalli, Srihari, et al.
Published: (2025)
by: Bandarupalli, Srihari, et al.
Published: (2025)
Language-Aware Prompt Tuning for Parameter-Efficient Seamless Language Expansion in Multilingual ASR
by: Yang, Hongli, et al.
Published: (2025)
by: Yang, Hongli, et al.
Published: (2025)
Similar Items
-
An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR
by: Ogun, Sewade, et al.
Published: (2025) -
Performant ASR Models for Medical Entities in Accented Speech
by: Afonja, Tejumade, et al.
Published: (2024) -
Enhancing Multilingual ASR for Unseen Languages via Language Embedding Modeling
by: Huang, Shao-Syuan, et al.
Published: (2024) -
1000 African Voices: Advancing inclusive multi-speaker multi-accent speech synthesis
by: Ogun, Sewade, et al.
Published: (2024) -
A Parameter-efficient Language Extension Framework for Multilingual ASR
by: Liu, Wei, et al.
Published: (2024)