SOTAVerified

Spoken Language Understanding

Papers

Showing 201225 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
A Survey on Speech Large Language Models0
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
FANS: Fusing ASR and NLU for on-device SLU0
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
Finite-State Chart Constraints for Reduced Complexity Context-Free Parsing Pipelines0
CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training0
Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses0
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
Generative Context-aware Fine-tuning of Self-supervised Speech Models0
Co-guiding for Multi-intent Spoken Language Understanding0
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
Show:102550
← PrevPage 9 of 22Next →

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