Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC
Paper • 2505.24200 • Published
AI & ML interests
AI & ML
pyf98
authored 3
papers 6 months ago
pyf98
authored 5
papers over 1 year ago
ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet
Paper • 2111.14706 • Published
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
Paper • 2406.09282 • Published
OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
Paper • 2502.10373 • Published • 1
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Paper • 2505.13404 • Published • 4
OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning
Paper • 2506.00338 • Published • 11
pyf98
authored a
paper about 2 years ago
pyf98
authored 11
papers over 2 years ago
Towards Robust Speech Representation Learning for Thousands of Languages
Paper • 2407.00837 • Published • 11
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
Paper • 2402.12654 • Published • 1
E-Branchformer: Branchformer with Enhanced merging for speech recognition
Paper • 2210.00077 • Published • 2
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models
Paper • 2305.17651 • Published • 2
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning
Paper • 2309.15317 • Published
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
Paper • 2309.13876 • Published • 2
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition
Paper • 2303.07624 • Published • 1
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks
Paper • 2309.07937 • Published
Improving Massively Multilingual ASR With Auxiliary CTC Objectives
Paper • 2302.12829 • Published
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
Paper • 2207.02971 • Published
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper • 2401.16658 • Published • 14