SOTAVerified

Spoken Language Understanding

Papers

Showing 201250 of 550 papers

TitleStatusHype
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR0
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models0
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding0
A Parameterized and Annotated Spoken Dialog Corpus of the CMU Let's Go Bus Information System0
Exploring Transfer Learning For End-to-End Spoken Language Understanding0
Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization0
A Survey on Speech Large Language Models0
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition0
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task0
Federated Learning for Spoken Language Understanding0
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding0
Few-Shot Spoken Language Understanding via Joint Speech-Text Models0
Fillers in Spoken Language Understanding: Computational and Psycholinguistic Perspectives0
Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model0
Detecting linguistic idiosyncratic interests in autism using distributional semantic models0
Des R\'eseaux de Neurones avec M\'ecanisme d'Attention pour la Compr\'ehension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding )0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Introducing Semantics into Speech Encoders0
From Audio to Semantics: Approaches to end-to-end spoken language understanding0
Clean Label Attacks against SLU Systems0
A Result based Portable Framework for Spoken Language Understanding0
Generalized zero-shot audio-to-intent classification0
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding0
Co-guiding for Multi-intent Spoken Language Understanding0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking0
Graph-based alignment of narratives for automated neurological assessment0
Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding0
Graph Databases for Designing High-Performance Speech Recognition Grammars0
Hallucination of speech recognition errors with sequence to sequence learning0
HAN: Higher-order Attention Network for Spoken Language Understanding0
HC^2L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding0
Design Considerations For Hypothesis Rejection Modules In Spoken Language Understanding Systems0
Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations?0
Compositional Generalization in Spoken Language Understanding0
HRItk: The Human-Robot Interaction ToolKit Rapid Development of Speech-Centric Interactive Systems in ROS0
Human Evaluation of Conceptual Route Graphs for Interpreting Spoken Route Descriptions0
Human-Machine Dialogue as a Stochastic Game0
Hybrid Attention based Multimodal Network for Spoken Language Classification0
Hybrid Dialog State Tracker with ASR Features0
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks0
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management0
I^2KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language Understanding0
IBM's Belief Tracker: Results On Dialog State Tracking Challenge Datasets0
Identifying Domain Independent Update Intents in Task Based Dialogs0
Impact Analysis of the Use of Speech and Language Models Pretrained by Self-Supersivion for Spoken Language Understanding0
Deliberation Model for On-Device Spoken Language Understanding0
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis0
Improving End-to-End Speech-to-Intent Classification with Reptile0
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge0
Show:102550
← PrevPage 5 of 11Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer + AMT, character-based)Accuracy (%)99.8Unverified
2UniverSLUAccuracy (%)99.8Unverified
3E2E SLP two-stepAccuracy (%)99.7Unverified
4textual-kd-sluAccuracy (%)99.7Unverified
5Wav2Vec2.0-ClassifierAccuracy (%)99.7Unverified
6Finstreder (Quartznet + AMT)Accuracy (%)99.7Unverified
7Wav2vec 2.0 SSLAccuracy (%)99.6Unverified
8Finstreder (Conformer)Accuracy (%)99.5Unverified
9AT-ATAccuracy (%)99.5Unverified
10BERT, AC PretrainingAccuracy (%)99.4Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer, character-based)Accuracy (%)89Unverified
2Finstreder (Conformer)Accuracy (%)88Unverified
3AT-ATAccuracy (%)84.9Unverified
4Finstreder (Quartznet)Accuracy (%)84.8Unverified
5SnipsAccuracy (%)84.2Unverified
6GoogleAccuracy (%)79.3Unverified
7Real + syntheticAccuracy (%)71.4Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer, character-based)Accuracy-EN (%)87.9Unverified
2Finstreder (Conformer)Accuracy-EN (%)80.4Unverified
3Finstreder (Quartznet)Accuracy-EN (%)77.6Unverified
4SnipsAccuracy-EN (%)68.7Unverified
5GoogleAccuracy-EN (%)47.8Unverified
#ModelMetricClaimedVerifiedStatus
1ALBERTF1 score77.1Unverified
2SpeechBERTF1 score71.75Unverified
3QANet + GANF1 score63.11Unverified
4BaselineF1 score58.71Unverified
#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer)Accuracy (%)95.4Unverified
2Finstreder (Quartznet)Accuracy (%)90Unverified
3BaselineAccuracy (%)81.6Unverified