SOTAVerified

Spoken Language Understanding

Papers

Showing 476500 of 550 papers

TitleStatusHype
A Study into Pre-training Strategies for Spoken Language Understanding on Dysarthric Speech0
A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding0
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling0
A Study on the Integration of Pipeline and E2E SLU systems for Spoken Semantic Parsing toward STOP Quality Challenge0
A Study on the Integration of Pre-trained SSL, ASR, LM and SLU Models for Spoken Language Understanding0
A Survey on Speech Large Language Models0
A Temporal Simulator for Developing Turn-Taking Methods for Spoken Dialogue Systems0
Attention-based Semantic Priming for Slot-filling0
Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding0
A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings0
Augmenting text for spoken language understanding with Large Language Models0
A Unified Neural Architecture for Joint Dialog Act Segmentation and Recognition in Spoken Dialog System0
Automated Curriculum Learning for Turn-level Spoken Language Understanding with Weak Supervision0
Automated morphological analysis of clinical language samples0
Automated Speech Recognition Technology for Dialogue Interaction with Non-Native Interlocutors0
Automatic Data Expansion for Customer-care Spoken Language Understanding0
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora0
Avaya Conversational Intelligence: A Real-Time System for Spoken Language Understanding in Human-Human Call Center Conversations0
Benchmarking Transformers-based models on French Spoken Language Understanding tasks0
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model0
Biber Redux: Reconsidering Dimensions of Variation in American English0
Bidirectional Representations for Low Resource Spoken Language Understanding0
Blockwise Streaming Transformer for Spoken Language Understanding and Simultaneous Speech Translation0
Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding0
Branchformer: Parallel MLP-Attention Architectures to Capture Local and Global Context for Speech Recognition and Understanding0
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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