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Papers
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NeurIPS 2023
SQuAD-SRC: A Dataset for Multi-Accent Spoken Reading Comprehension
IJCAI 2023
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention
EMNLP 2023
Tensor decomposition for minimization of E2E SLU model toward on-device processing
Interspeech 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation
EMNLP 2023
Toward Interactive Dictation
ACL 2023
Toward Joint Language Modeling for Speech Units and Text
EMNLP 2023
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations
ACL 2023
Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning
ACL 2023
Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language Understanding
AAAI 2022
Adversarial Knowledge Distillation For Robust Spoken Language Understanding
Interspeech 2022
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots
ACL 2022
Benchmarking Transformers-based models on French Spoken Language Understanding tasks
Interspeech 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model
EMNLP 2022
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation
Interspeech 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings
EMNLP 2022
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding
Interspeech 2022
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding
Interspeech 2022
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding
Interspeech 2022
Deliberation Model for On-Device Spoken Language Understanding
Interspeech 2022
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding
ACL 2022
End-to-end model for named entity recognition from speech without paired training data
Interspeech 2022
ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding
Interspeech 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
ACL 2022
HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding
EMNLP 2022