SOTAVerified

Spoken Language Understanding

Papers

Showing 201250 of 550 papers

TitleStatusHype
A Comparative Study of Weighting Schemes for the Interpretation of Spoken Referring Expressions0
Bidirectional Representations for Low Resource Spoken Language Understanding0
Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream0
Biber Redux: Reconsidering Dimensions of Variation in American English0
Exploring Transfer Learning For End-to-End Spoken Language Understanding0
Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization0
A neural prosody encoder for end-ro-end dialogue act classification0
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition0
Enriching ASR Lattices with POS Tags for Dependency Parsing0
Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU0
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model0
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
Engineering Statistical Dialog State Trackers: A Case Study on DSTC0
Benchmarking Transformers-based models on French Spoken Language Understanding tasks0
An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking0
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning0
From Audio to Semantics: Approaches to end-to-end spoken language understanding0
End-to-End Spoken Language Understanding for Generalized Voice Assistants0
End-to-end spoken language understanding using joint CTC loss and self-supervised, pretrained acoustic encoders0
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations0
An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition0
On joint training with interfaces for spoken language understanding0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking0
Graph-based alignment of narratives for automated neurological assessment0
End-to-end spoken language understanding using transformer networks and self-supervised pre-trained features0
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
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora0
End-to-End Spoken Language Understanding Without Full Transcripts0
End-to-End Spoken Language Translation0
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
Automatic Data Expansion for Customer-care Spoken Language Understanding0
Hybrid Dialog State Tracker with ASR Features0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
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
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding0
Improving End-to-End Speech Processing by Efficient Text Data Utilization with Latent Synthesis0
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model0
End-to-end speech-to-dialog-act recognition0
Show:102550
← PrevPage 5 of 11Next →

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