SOTAVerified

Spoken Language Understanding

Papers

Showing 1–10 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 LLMs—0
Exploring the Effect of Segmentation and Vocabulary Size on Speech Tokenization for Speech Language Models—0
"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 Learning—0
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
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Finstreder (Conformer + AMT, character-based)Accuracy (%)99.8—Unverified
2UniverSLUAccuracy (%)99.8—Unverified
3Finstreder (Quartznet + AMT)Accuracy (%)99.7—Unverified
4textual-kd-sluAccuracy (%)99.7—Unverified
5Wav2Vec2.0-ClassifierAccuracy (%)99.7—Unverified
6E2E SLP two-stepAccuracy (%)99.7—Unverified
7Wav2vec 2.0 SSLAccuracy (%)99.6—Unverified
8Finstreder (Conformer)Accuracy (%)99.5—Unverified
9AT-ATAccuracy (%)99.5—Unverified
10BERT, AC PretrainingAccuracy (%)99.4—Unverified