SOTAVerified

Automatic Speech Recognition (ASR)

Automatic Speech Recognition (ASR) involves converting spoken language into written text. It is designed to transcribe spoken words into text in real-time, allowing people to communicate with computers, mobile devices, and other technology using their voice. The goal of Automatic Speech Recognition is to accurately transcribe speech, taking into account variations in accent, pronunciation, and speaking style, as well as background noise and other factors that can affect speech quality.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–525 of 3012 papers

TitleStatusHype
Improving Automatic Speech Recognition with Decoder-Centric Regularisation in Encoder-Decoder Models—0
DENOASR: Debiasing ASRs through Selective Denoising—0
Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding—0
Acoustic Model Optimization over Multiple Data Sources: Merging and Valuation—0
End-to-End Transformer-based Automatic Speech Recognition for Northern Kurdish: A Pioneering Approach—0
AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup—0
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR—0
Roadmap towards Superhuman Speech Understanding using Large Language Models—0
Failing Forward: Improving Generative Error Correction for ASR with Synthetic Data and Retrieval Augmentation—0
Automatic Speech Recognition with BERT and CTC Transformers: A Review—0
Enhancing Indonesian Automatic Speech Recognition: Evaluating Multilingual Models with Diverse Speech Variabilities—0
A two-stage transliteration approach to improve performance of a multilingual ASR—0
Advocating Character Error Rate for Multilingual ASR Evaluation—0
CR-CTC: Consistency regularization on CTC for improved speech recognition—0
Automatic Screening for Children with Speech Disorder using Automatic Speech Recognition: Opportunities and Challenges—0
The OCON model: an old but green solution for distributable supervised classification for acoustic monitoring in smart cities—0
Algorithms For Automatic Accentuation And Transcription Of Russian Texts In Speech Recognition Systems—0
Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition—0
Spoken Grammar Assessment Using LLM—0
End-to-End Speech Recognition with Pre-trained Masked Language Model—0
Automatic Speech Recognition for the Ika Language—0
Alignment-Free Training for Transducer-based Multi-Talker ASR—0
Predictive Speech Recognition and End-of-Utterance Detection Towards Spoken Dialog Systems—0
AfriHuBERT: A self-supervised speech representation model for African languagesCode0
Fine-Tuning Automatic Speech Recognition for People with Parkinson's: An Effective Strategy for Enhancing Speech Technology Accessibility—0
Show:102550
← PrevPage 21 of 121Next →
All datasetsLRS2RealMANSagaleeHUI speech corpusLRS3-TEDM-AILabs speech datasetThe Spoken Wikipedia CorporaVoxforge GermanVoxPopuli

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1TM-CTCTest WER10.1—Unverified
2TM-seq2seqTest WER9.7—Unverified
3CTC/attentionTest WER8.2—Unverified
4LF-MMI TDNNTest WER6.7—Unverified
5Whisper-LLaMATest WER6.6—Unverified
6End2end ConformerTest WER3.9—Unverified
7End2end ConformerTest WER3.7—Unverified
8MoCo + wav2vec (w/o extLM)Test WER2.7—Unverified
9CTC/AttentionTest WER1.5—Unverified
10WhisperTest WER1.3—Unverified
#ModelMetricClaimedVerifiedStatus
1SpatialNetCER14.5—Unverified
2CleanMel-L-maskCER14.4—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerTest WER15.32—Unverified
2Whisper-largev3-finetunedTest WER10.82—Unverified
#ModelMetricClaimedVerifiedStatus
1Conformer TransducerWER (%)1.89—Unverified
#ModelMetricClaimedVerifiedStatus
1DistillAVWER1.4—Unverified
#ModelMetricClaimedVerifiedStatus
1Conformer TransducerWER (%)4.28—Unverified
#ModelMetricClaimedVerifiedStatus
1Conformer TransducerWER (%)8.04—Unverified
#ModelMetricClaimedVerifiedStatus
1Conformer TransducerWER (%)3.36—Unverified
#ModelMetricClaimedVerifiedStatus
1Conformer Transducer (German)WER (%)8.98—Unverified