SOTAVerified

Spoken Language Understanding

Papers

Showing 526550 of 550 papers

TitleStatusHype
Curriculum-based transfer learning for an effective end-to-end spoken language understanding and domain portability0
Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding0
Data Augmentation for Spoken Language Understanding via Joint Variational Generation0
Data Augmentation for Voice-Assistant NLU using BERT-based Interchangeable Rephrase0
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding0
Deciding Whether to Ask Clarifying Questions in Large-Scale Spoken Language Understanding0
Deep F-measure Maximization for End-to-End Speech Understanding0
Deliberation Model for On-Device Spoken Language Understanding0
Design Considerations For Hypothesis Rejection Modules In Spoken Language Understanding Systems0
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
Detecting linguistic idiosyncratic interests in autism using distributional semantic models0
Dialog Intent Induction via Density-based Deep Clustering Ensemble0
Dialogue history integration into end-to-end signal-to-concept spoken language understanding systems0
Discourse-Based Modeling for AAC0
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
Domain Attention with an Ensemble of Experts0
Domainless Adaptation by Constrained Decoding on a Schema Lattice0
Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?0
Dynamically Context-Sensitive Time-Decay Attention for Dialogue Modeling0
Effective Spoken Language Labeling with Deep Recurrent Neural Networks0
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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