| Vers la compréhension automatique de la parole bout-en-bout à moindre effort | Jul 1, 2022 | Spoken Language Understanding | —Unverified | 0 |
| STOP: A dataset for Spoken Task Oriented Semantic Parsing | Jun 29, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models | Jun 29, 2022 | Intent ClassificationSlot Filling | CodeCode Available | 0 |
| Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding | Jun 28, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Meta Auxiliary Learning for Low-resource Spoken Language Understanding | Jun 26, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding | Jun 24, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Low Resource Pipeline for Spoken Language Understanding via Weak Supervision | Jun 21, 2022 | Emotion ClassificationFew-Shot Learning | —Unverified | 0 |
| The Spoken Language Understanding MEDIA Benchmark Dataset in the Era of Deep Learning: data updates, training and evaluation tools | Jun 1, 2022 | Intent DetectionSpoken Language Understanding | —Unverified | 0 |
| Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding | Jun 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Building Spoken Language Understanding Systems for Low Resourced Languages | May 25, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A neural prosody encoder for end-ro-end dialogue act classification | May 11, 2022 | Dialogue Act ClassificationSpoken Language Understanding | —Unverified | 0 |
| Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding | May 7, 2022 | Contrastive LearningSpoken Language Understanding | —Unverified | 0 |
| Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding | May 2, 2022 | Contrastive LearningSpoken Language Understanding | CodeCode Available | 1 |
| GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | May 1, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding | May 1, 2022 | Spoken Language Understanding | —Unverified | 0 |
| MTL-SLT: Multi-Task Learning for Spoken Language Tasks | May 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| End-to-end Spoken Conversational Question Answering: Task, Dataset and Model | Apr 29, 2022 | 4kConversational Question Answering | —Unverified | 0 |
| WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment | Apr 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation | Apr 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding | Apr 18, 2022 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 0 |
| Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data | Apr 11, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems | Apr 11, 2022 | Intent RecognitionSpoken Language Understanding | —Unverified | 0 |
| Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding | Apr 11, 2022 | Action RecognitionSpoken Language Understanding | —Unverified | 0 |
| A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding | Apr 8, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Three-Module Modeling For End-to-End Spoken Language Understanding Using Pre-trained DNN-HMM-Based Acoustic-Phonetic Model | Apr 7, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deliberation Model for On-Device Spoken Language Understanding | Apr 4, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| End-to-end model for named entity recognition from speech without paired training data | Apr 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Multi-task RNN-T with Semantic Decoder for Streamable Spoken Language Understanding | Apr 1, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| WAVPROMPT: Towards Few-Shot Spoken Language Understanding with Frozen Language Models | Mar 29, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis | Mar 22, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Towards Reducing the Need for Speech Training Data To Build Spoken Language Understanding Systems | Feb 26, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues | Feb 23, 2022 | Spoken Language Understanding | —Unverified | 0 |
| AISHELL-NER: Named Entity Recognition from Chinese Speech | Feb 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Improving End-to-End Models for Set Prediction in Spoken Language Understanding | Jan 28, 2022 | Data AugmentationDecoder | —Unverified | 0 |
| Dialog Intent Induction via Density-based Deep Clustering Ensemble | Jan 18, 2022 | ClusteringClustering Ensemble | —Unverified | 0 |
| Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding | Dec 22, 2021 | Intent DetectionSemantic Frame Parsing | CodeCode Available | 1 |
| Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection | Dec 14, 2021 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| On the Use of External Data for Spoken Named Entity Recognition | Dec 14, 2021 | Knowledge Distillationnamed-entity-recognition | CodeCode Available | 0 |
| Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding | Dec 13, 2021 | Natural Language UnderstandingSpoken Language Understanding | —Unverified | 0 |
| Training data reduction for multilingual Spoken Language Understanding systems | Dec 1, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| ESPnet-SLU: Advancing Spoken Language Understanding through ESPnet | Nov 29, 2021 | Spoken Language Understandingtext-to-speech | CodeCode Available | 1 |
| Do We Still Need Automatic Speech Recognition for Spoken Language Understanding? | Nov 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Lattention: Lattice-attention in ASR rescoring | Nov 19, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| Inducing Global and Local Knowledge Attention in Multi-turn Dialog Understanding | Nov 16, 2021 | Response GenerationSpoken Language Understanding | —Unverified | 0 |
| On Spoken Language Understanding Systems for Low Resourced Languages | Nov 16, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding | Nov 4, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study | Nov 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding | Nov 1, 2021 | Intent DetectionSpoken Language Understanding | CodeCode Available | 1 |
