SOTAVerified

Spoken Language Understanding

Papers

Showing 201225 of 550 papers

TitleStatusHype
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning0
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models0
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
Exploring Transfer Learning For End-to-End Spoken Language Understanding0
Extrinsic Evaluation of Dialog State Tracking and Predictive Metrics for Dialog Policy Optimization0
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting0
Fast Conformer with Linearly Scalable Attention for Efficient Speech Recognition0
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
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
End-to-end spoken language understanding using transformer networks and self-supervised pre-trained features0
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
From Audio to Semantics: Approaches to end-to-end spoken language understanding0
Automatic Data Expansion for Customer-care Spoken Language Understanding0
An Efficient Approach to Encoding Context for Spoken Language Understanding0
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding0
Generative Context-aware Fine-tuning of Self-supervised Speech Models0
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning0
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model0
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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