HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Spoken Language Understanding On Fluent

評価指標

Accuracy (%)

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
Accuracy (%)
Paper TitleRepository
Finstreder (Quartznet + AMT)99.7Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
Finstreder (Conformer + AMT, character-based)99.8Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
Finstreder (Conformer)99.5Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
Wav2Vec2.0-Classifier99.7Integration of Pre-trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding-
Wav2vec 2.0 SSL99.6Do We Still Need Automatic Speech Recognition for Spoken Language Understanding?-
3D-CNN+LSTM+CE99.3Sequential End-to-End Intent and Slot Label Classification and Localization-
textual-kd-slu99.7Two-stage Textual Knowledge Distillation for End-to-End Spoken Language Understanding
UniverSLU99.8UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions-
Amazon Alexa98.7Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
Finstreder (Quartznet)99.2Finstreder: Simple and fast Spoken Language Understanding with Finite State Transducers using modern Speech-to-Text models
E2E SLP two-step99.7Speech-language Pre-training for End-to-end Spoken Language Understanding-
Reptile99.2Improving End-to-End Speech-to-Intent Classification with Reptile-
Pooling classifier pre-trained using force-aligned phoneme and word labels on LibriSpeech98.8Speech Model Pre-training for End-to-End Spoken Language Understanding
FANS99.0FANS: Fusing ASR and NLU for on-device SLU-
pGSLM+98.2SpeechPrompt v2: Prompt Tuning for Speech Classification Tasks-
BERT, AC Pretraining99.4End-to-End Spoken Language Understanding for Generalized Voice Assistants-
AT-AT99.5Exploring Transfer Learning For End-to-End Spoken Language Understanding-
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