SOTAVerified

Spoken Language Understanding

Papers

Showing 110 of 550 papers

TitleStatusHype
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning BenchmarkCode7
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language UnderstandingCode0
ALAS: Measuring Latent Speech-Text Alignment For Spoken Language Understanding In Multimodal LLMs0
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models0
"Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language UnderstandingCode1
QUADS: QUAntized Distillation Framework for Efficient Speech Language UnderstandingCode0
Spoken Language Understanding on Unseen Tasks With In-Context Learning0
LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live StreamsCode1
Measuring the Effect of Transcription Noise on Downstream Language Understanding TasksCode0
Joint Automatic Speech Recognition And Structure Learning For Better Speech UnderstandingCode0
Show:102550
← PrevPage 1 of 55Next →

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