| CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task | Sep 21, 2022 | intent-classificationIntent Classification | CodeCode Available | 0 |
| ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding | Jul 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Benchmarking Transformers-based models on French Spoken Language Understanding tasks | Jul 19, 2022 | BenchmarkingSpoken Language Understanding | —Unverified | 0 |
| End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting | Jul 17, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Spoken Drug Prescription Dataset in French for Spoken Language Understanding | Jul 17, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Low-bit Shift Network for End-to-End Spoken Language Understanding | Jul 15, 2022 | Edge-computingQuantization | —Unverified | 0 |
| Two-Pass Low Latency End-to-End Spoken Language Understanding | Jul 14, 2022 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding | Jul 6, 2022 | speech-recognitionSpeech Recognition | —Unverified | 0 |
| ASR-Generated Text for Language Model Pre-training Applied to Speech Tasks | Jul 5, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Temporal Generalization for Spoken Language Understanding | Jul 1, 2022 | Domain GeneralizationSpoken Language Understanding | —Unverified | 0 |
| Vers la compréhension automatique de la parole bout-en-bout à moindre effort | Jul 1, 2022 | Spoken Language Understanding | —Unverified | 0 |
| Toward Low-Cost End-to-End Spoken Language Understanding | 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) | —Unverified | 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 |
| 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 |
| 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 |
| 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 |
| 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 |
