ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet
Paper
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2111.14706
•
Published
Yifan Peng
pyf98
AI & ML interests
Multimodal LLMs, Speech-to-Speech, Speech Recognition
Organizations
authored
5
papers
7 months ago
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
Paper
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2406.09282
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Published
OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
Paper
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2502.10373
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Published
•
1
Granary: Speech Recognition and Translation Dataset in 25 European Languages
Paper
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2505.13404
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Published
•
2
OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning
Paper
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2506.00338
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Published
•
10
authored
2
papers
over 1 year ago
authored
10
papers
almost 2 years ago
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
Paper
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2402.12654
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Published
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1
E-Branchformer: Branchformer with Enhanced merging for speech recognition
Paper
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2210.00077
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Published
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2
DPHuBERT: Joint Distillation and Pruning of Self-Supervised Speech Models
Paper
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2305.17651
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Published
•
1
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning
Paper
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2309.15317
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Published
Reproducing Whisper-Style Training Using an Open-Source Toolkit and Publicly Available Data
Paper
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2309.13876
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Published
•
1
I3D: Transformer architectures with input-dependent dynamic depth for speech recognition
Paper
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2303.07624
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Published
•
1
Voxtlm: unified decoder-only models for consolidating speech recognition/synthesis and speech/text continuation tasks
Paper
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2309.07937
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Published
Improving Massively Multilingual ASR With Auxiliary CTC Objectives
Paper
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2302.12829
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Published
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding
Paper
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2207.02971
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Published
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Paper
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2401.16658
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Published
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14