SOTAVerified

Spoken Language Understanding

Papers

Showing 501550 of 550 papers

TitleStatusHype
Bridging Speech and Textual Pre-trained Models with Unsupervised ASR0
Bridging the Gap Between Clean Data Training and Real-World Inference for Spoken Language Understanding0
Building an ASR Error Robust Spoken Virtual Patient System in a Highly Class-Imbalanced Scenario Without Speech Data0
Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis0
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding0
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Clean Label Attacks against SLU Systems0
Co-guiding for Multi-intent Spoken Language Understanding0
Combining semantic search and twin product classification for recognition of purchasable items in voice shopping0
Combining Word Feature Vector Method with the Convolutional Neural Network for Slot Filling in Spoken Language Understanding0
Compact Lexicon Selection with Spectral Methods0
Comparative Error Analysis of Dialog State Tracking0
Compositional Generalization in Spoken Language Understanding0
Compositional Language Modeling for Icon-Based Augmentative and Alternative Communication0
Contextual Domain Classification with Temporal Representations0
Continual Contrastive Spoken Language Understanding0
Continual Learning Long Short Term Memory0
Continuously Predicting and Processing Barge-in During a Live Spoken Dialogue Task0
Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU0
Coupled Representation Learning for Domains, Intents and Slots in Spoken Language Understanding0
Creating Spoken Dialog Systems in Ultra-Low Resourced Settings0
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding0
Cross-lingual transfer learning for spoken language understanding0
Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding0
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
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