SOTAVerified

Spoken Language Understanding

Papers

Showing 301325 of 550 papers

TitleStatusHype
Word-Free Spoken Language Understanding for Mandarin-Chinese0
Worldly Wise (WoW) - Cross-Lingual Knowledge Fusion for Fact-based Visual Spoken-Question Answering0
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
Hello, Who is Calling?: Can Words Reveal the Social Nature of Conversations?0
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
Improving End-to-End Models for Set Prediction in 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
Improving Recurrent Neural Networks For Sequence Labelling0
Improving Slot Filling by Utilizing Contextual Information0
Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation0
Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer + AMT, character-based)Accuracy (%)99.8Unverified
2UniverSLUAccuracy (%)99.8Unverified
3Finstreder (Quartznet + AMT)Accuracy (%)99.7Unverified
4textual-kd-sluAccuracy (%)99.7Unverified
5Wav2Vec2.0-ClassifierAccuracy (%)99.7Unverified
6E2E SLP two-stepAccuracy (%)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