SOTAVerified

Spoken Language Understanding

Papers

Showing 151175 of 550 papers

TitleStatusHype
A Temporal Simulator for Developing Turn-Taking Methods for Spoken Dialogue Systems0
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding0
Discriminative Joint Modeling of Lexical Variation and Acoustic Confusion for Automated Narrative Retelling Assessment0
Discriminative state tracking for spoken dialog systems0
Distributionally Robust Finetuning BERT for Covariate Drift in Spoken Language Understanding0
Distributional semantic models for the evaluation of disordered language0
Do as I mean, not as I say: Sequence Loss Training for Spoken Language Understanding0
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings0
Dialog Intent Induction via Density-based Deep Clustering Ensemble0
A Survey on Speech Large Language Models0
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?0
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling0
Adobe-MIT submission to the DSTC 4 Spoken Language Understanding pilot task0
Active Learning in Noisy Conditions for Spoken Language Understanding0
An Approach to Improve Robustness of NLP Systems against ASR Errors0
Effective Spoken Language Labeling with Deep Recurrent Neural Networks0
Efficient Large-Scale Neural Domain Classification with Personalized Attention0
Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding0
End2End Acoustic to Semantic Transduction0
End-to-End Learning of Task-Oriented Dialogs0
End-to-end model for named entity recognition from speech without paired training data0
End-to-End Neural Transformer Based Spoken Language Understanding0
End-to-end speech-to-dialog-act recognition0
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model0
Detecting linguistic idiosyncratic interests in autism using distributional semantic models0
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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