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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

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Showing 201–250 of 3012 papers

TitleStatusHype
KoSpeech: Open-Source Toolkit for End-to-End Korean Speech RecognitionCode1
Multilingual and code-switching ASR challenges for low resource Indian languagesCode1
A Systematic Comparison of Phonetic Aware Techniques for Speech EnhancementCode1
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondCode1
A Toolbox for Construction and Analysis of Speech DatasetsCode1
Neural Predictor for Black-Box Adversarial Attacks on Speech RecognitionCode1
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control CommunicationsCode1
Dual-Path Style Learning for End-to-End Noise-Robust Speech RecognitionCode1
Distilling a Pretrained Language Model to a Multilingual ASR ModelCode1
Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech RecognitionCode1
Improving Self-supervised Pre-training using Accent-Specific CodebooksCode1
A Study of Multilingual End-to-End Speech Recognition for Kazakh, Russian, and EnglishCode1
Adaptation of Whisper models to child speech recognitionCode1
Dompteur: Taming Audio Adversarial ExamplesCode1
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question AnsweringCode1
DuplexMamba: Enhancing Real-time Speech Conversations with Duplex and Streaming CapabilitiesCode1
EnCodecMAE: Leveraging neural codecs for universal audio representation learningCode1
Improving Whispered Speech Recognition Performance using Pseudo-whispered based Data AugmentationCode1
Incorporating External POS Tagger for Punctuation RestorationCode1
Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech RecognitionCode1
Efficient conformer: Progressive downsampling and grouped attention for automatic speech recognitionCode1
Efficient Neural Architecture Search for End-to-end Speech Recognition via Straight-Through GradientsCode1
Improving Mandarin End-to-End Speech Recognition with Word N-gram Language ModelCode1
A transfer learning based approach for pronunciation scoringCode1
End-to-end Named Entity Recognition from English SpeechCode1
Improving Mandarin Speech Recogntion with Block-augmented TransformerCode1
End-to-End Speech Recognition and Disfluency RemovalCode1
Regularizing End-to-End Speech Translation with Triangular Decomposition AgreementCode1
End-to-End Speech Recognition from Federated Acoustic ModelsCode1
Representation Learning for Sequence Data with Deep Autoencoding Predictive ComponentsCode1
A Sidecar Separator Can Convert a Single-Talker Speech Recognition System to a Multi-Talker OneCode1
Enhancing Multimodal Sentiment Analysis for Missing Modality through Self-Distillation and Unified Modality Cross-AttentionCode1
ESB: A Benchmark For Multi-Domain End-to-End Speech RecognitionCode1
Espresso: A Fast End-to-end Neural Speech Recognition ToolkitCode1
Evolutionary Prompt Design for LLM-Based Post-ASR Error CorrectionCode1
ExKaldi-RT: A Real-Time Automatic Speech Recognition Extension Toolkit of KaldiCode1
Extending Whisper with prompt tuning to target-speaker ASRCode1
ASR data augmentation in low-resource settings using cross-lingual multi-speaker TTS and cross-lingual voice conversionCode1
FAST-RIR: Fast neural diffuse room impulse response generatorCode1
ASR Error Correction with Constrained Decoding on Operation PredictionCode1
Improving RNN Transducer Based ASR with Auxiliary TasksCode1
Radically Old Way of Computing Spectra: Applications in End-to-End ASRCode1
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesCode1
SoccerNet-Echoes: A Soccer Game Audio Commentary DatasetCode1
indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languagesCode1
ArTST: Arabic Text and Speech TransformerCode1
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural NetworksCode1
A Reference-less Quality Metric for Automatic Speech Recognition via Contrastive-Learning of a Multi-Language Model with Self-SupervisionCode1
HypR: A comprehensive study for ASR hypothesis revising with a reference corpusCode1
How Does Pre-trained Wav2Vec 2.0 Perform on Domain Shifted ASR? An Extensive Benchmark on Air Traffic Control CommunicationsCode1
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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