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Yifan Peng

NVIDIA Corporation, Santa Clara, CA, USA

19 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

InterSpeech ×10NAACL ×4AAAI ×1ACL ×1EMNLP ×1ICLR ×1ICML ×1

Frequent coauthors

Jinchuan Tian
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Siddhant Arora
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William Chen
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Masao Someki
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Yui Sudo
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Yihan Wu
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Carlos Carvalho
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Nithin Rao Koluguri
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Qingzheng Wang
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Muhammad Shakeel
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Darshan Prabhu
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Papers

  1. Context-aware Dynamic Pruning for Speech Foundation Models
    ICLR 2025 ·
    Masao Someki
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  2. DYNAC: Dynamic Vocabulary-based Non-Autoregressive Contextualization for Speech Recognition
    InterSpeech 2025 ·
    Yui Sudo
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  3. ESPnet-SDS: Unified Toolkit and Demo for Spoken Dialogue Systems
    NAACL 2025 ·
    Siddhant Arora
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  4. ESPnet-SpeechLM: An Open Speech Language Model Toolkit
    NAACL 2025 ·
    Jinchuan Tian
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  5. Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization
    AAAI 2025 ·
    Yihan Wu
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  6. Exploring Linear Variant Transformers and k-NN Memory Inference for Long-Form ASR
    InterSpeech 2025 ·
    Carlos Carvalho
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  7. Granary: Speech Recognition and Translation Dataset in 25 European Languages
    InterSpeech 2025 ·
    Nithin Rao Koluguri
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  8. Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC
    InterSpeech 2025 ·
    Qingzheng Wang
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  9. OWLS: Scaling Laws for Multilingual Speech Recognition and Translation Models
    ICML 2025 ·
    William Chen
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  10. OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning
    InterSpeech 2025 · Yifan Peng
  11. OpusLM: A Family of Open Unified Speech Language Models
    InterSpeech 2025 ·
    Jinchuan Tian
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  12. VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning
    NAACL 2025 · Yifan Peng
  13. Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
    InterSpeech 2024 ·
    Muhammad Shakeel
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  14. MULTI-CONVFORMER: Extending Conformer with Multiple Convolution Kernels
    InterSpeech 2024 ·
    Darshan Prabhu
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  15. OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
    InterSpeech 2024 · Yifan Peng
  16. OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification
    ACL 2024 · Yifan Peng
  17. On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
    InterSpeech 2024 ·
    Jinchuan Tian
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  18. Towards Robust Speech Representation Learning for Thousands of Languages
    EMNLP 2024 ·
    William Chen
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  19. UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions
    NAACL 2024 ·
    Siddhant Arora
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