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 251–300 of 3012 papers

TitleStatusHype
Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual DynamicsCode1
A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and RecognitionCode1
Word Error Rate Estimation Without ASR Output: e-WER2Code1
BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control CommunicationsCode1
Attention-based Contextual Language Model Adaptation for Speech RecognitionCode1
Audio-Visual Efficient Conformer for Robust Speech RecognitionCode1
A transfer learning based approach for pronunciation scoringCode1
A Comparison of Methods for OOV-word Recognition on a New Public DatasetCode1
Attention-based Audio-Visual Fusion for Robust Automatic Speech RecognitionCode1
Audio-Visual Representation Learning via Knowledge Distillation from Speech Foundation ModelsCode1
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondCode1
Attentive Sequence-to-Sequence Learning for Diacritic Restoration of Yorùbá Language TextCode1
Automatic Disfluency Detection from Untranscribed SpeechCode1
Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task LearningCode1
Automatic Speech Recognition for Speech Assessment of Persian Preschool ChildrenCode1
Automatic speech recognition for the Nepali language using CNN, bidirectional LSTM and ResNetCode1
AVATAR: Unconstrained Audiovisual Speech RecognitionCode1
AVLnet: Learning Audio-Visual Language Representations from Instructional VideosCode1
Back Translation for Speech-to-text Translation Without TranscriptsCode1
BASPRO: a balanced script producer for speech corpus collection based on the genetic algorithmCode1
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and EnglishCode1
An Investigation of End-to-End Models for Robust Speech RecognitionCode1
Can Contextual Biasing Remain Effective with Whisper and GPT-2?Code1
Can we use Common Voice to train a Multi-Speaker TTS system?Code1
A Systematic Comparison of Phonetic Aware Techniques for Speech EnhancementCode1
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact CentersCode1
A Reference-less Quality Metric for Automatic Speech Recognition via Contrastive-Learning of a Multi-Language Model with Self-SupervisionCode1
Combining Frame-Synchronous and Label-Synchronous Systems for Speech RecognitionCode1
ALIF: Low-Cost Adversarial Audio Attacks on Black-Box Speech Platforms using Linguistic FeaturesCode1
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMICode1
Continual Test-time Adaptation for End-to-end Speech Recognition on Noisy SpeechCode1
Continuous speech separation: dataset and analysisCode1
CORAA: a large corpus of spontaneous and prepared speech manually validated for speech recognition in Brazilian PortugueseCode1
Cross Attention Augmented Transducer Networks for Simultaneous TranslationCode1
CTC-synchronous Training for Monotonic Attention ModelCode1
D4AM: A General Denoising Framework for Downstream Acoustic ModelsCode1
ASR Error Correction with Constrained Decoding on Operation PredictionCode1
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control CommunicationsCode1
Deep Contextualized Acoustic Representations For Semi-Supervised Speech RecognitionCode1
Radically Old Way of Computing Spectra: Applications in End-to-End ASRCode1
MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-FormulaCode1
A Persian ASR-based SER: Modification of Sharif Emotional Speech Database and Investigation of Persian Text CorporaCode1
Advancing Test-Time Adaptation in Wild Acoustic Test SettingsCode1
Distilling the Knowledge of BERT for Sequence-to-Sequence ASRCode1
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech TranslationCode1
Dual-Path Style Learning for End-to-End Noise-Robust Speech RecognitionCode1
An efficient text augmentation approach for contextualized Mandarin speech recognition—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—0
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems—0
An Efficient and Effective Online Sentence Segmenter for Simultaneous Interpretation—0
Show:102550
← PrevPage 6 of 61Next →
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