SOTAVerified

Spoken Language Understanding

Papers

Showing 326350 of 550 papers

TitleStatusHype
Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding0
Semantic enrichment towards efficient speech representations0
Semantic Kernels for Semantic Parsing0
Semantic parsing of speech using grammars learned with weak supervision0
Semantic-WER: A Unified Metric for the Evaluation of ASR Transcript for End Usability0
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language Understanding0
Sequential Convolutional Neural Networks for Slot Filling in Spoken Language Understanding0
Sequential End-to-End Intent and Slot Label Classification and Localization0
Sequential Labeling for Tracking Dynamic Dialog States0
Similarity Measures for Quantifying Restrictive and Repetitive Behavior in Conversations of Autistic Children0
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems0
Simulating ASR errors for training SLU systems0
Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-Human Conversation Scenarios0
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks0
Small-Footprint Open-Vocabulary Keyword Spotting with Quantized LSTM Networks0
Sonos Voice Control Bias Assessment Dataset: A Methodology for Demographic Bias Assessment in Voice Assistants0
Source-Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language0
Source Critical Reinforcement Learning for Transferring Spoken Language Understanding to a New Language0
Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech0
SpeechBERT: An Audio-and-text Jointly Learned Language Model for End-to-end Spoken Question Answering0
Speech-language Pre-training for End-to-end Spoken Language Understanding0
SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks0
Speech Recognition Rescoring with Large Speech-Text Foundation Models0
Speech Summarization using Restricted Self-Attention0
Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces0
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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