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Papers
Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture
AAAI 2026
Approaching Dialogue State Tracking via Aligning Speech Encoders and LLMs
Interspeech 2025
CMT-LLM: Contextual Multi-Talker ASR Utilizing Large Language Models
Interspeech 2025
CMU’s IWSLT 2025 Simultaneous Speech Translation System
ACL 2025
Distilling a speech and music encoder with task arithmetic
Interspeech 2025
DuRep: Dual-Mode Speech Representation Learning via ASR-Aware Distillation
Interspeech 2025
FFSTC 2: Extending the Fongbe to French Speech Translation Corpus
ACL 2025
Frozen Large Language Models Can Perceive Paralinguistic Aspects of Speech
Interspeech 2025
KIT’s Offline Speech Translation and Instruction Following Submission for IWSLT 2025
ACL 2025
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
EMNLP 2025
LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
ACL 2025
LLaMA-Omni: Seamless Speech Interaction with Large Language Models
ICLR 2025
NAVER LABS Europe Submission to the Instruction-following Track
ACL 2025
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
NAACL 2025
Speech LLMs in Low-Resource Scenarios: Data Volume Requirements and the Impact of Pretraining on High-Resource Languages
Interspeech 2025
Towards atypical speech transcription using LLM-based ASR
Interspeech 2025
ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality
Interspeech 2025
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs
EMNLP 2025
Weakly Supervised Data Refinement and Flexible Sequence Compression for Efficient Thai LLM-based ASR
Interspeech 2025
CMU’s IWSLT 2024 Simultaneous Speech Translation System
ACL 2024
Contemplative Mechanism for Speech Recognition: Speech Encoders can Think
Interspeech 2024
Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction
Interspeech 2024
Multi-Level Cross-Modal Alignment for Speech Relation Extraction
EMNLP 2024
OWSM v3.1: Better and Faster Open Whisper-Style Speech Models based on E-Branchformer
Interspeech 2024
Performance Analysis of Speech Encoders for Low-Resource SLU and ASR in Tunisian Dialect
ACL 2024