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

Showing 29513000 of 3012 papers

TitleStatusHype
Finnish Parliament ASR corpus - Analysis, benchmarks and statisticsCode0
Fine-tuning Strategies for Faster Inference using Speech Self-Supervised Models: A Comparative StudyCode0
A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech RecognitionCode0
Cross-domain Speech Recognition with Unsupervised Character-level Distribution MatchingCode0
Fine-Grained Grounding for Multimodal Speech RecognitionCode0
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2SeqCode0
Unsupervised Rhythm and Voice Conversion to Improve ASR on Dysarthric SpeechCode0
Addressing Pitfalls in Auditing Practices of Automatic Speech Recognition Technologies: A Case Study of People with AphasiaCode0
CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASRCode0
Unsupervised Speech Domain Adaptation Based on Disentangled Representation Learning for Robust Speech RecognitionCode0
Stochastic Attention Head Removal: A simple and effective method for improving Transformer Based ASR ModelsCode0
SkinAugment: Auto-Encoding Speaker Conversions for Automatic Speech TranslationCode0
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based DecodingCode0
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA ProjectCode0
ASR Benchmarking: Need for a More Representative Conversational DatasetCode0
Multi-Stage Speaker Diarization for Noisy ClassroomsCode0
Mlphon: A Multifunctional Grapheme-Phoneme Conversion Tool Using Finite State TransducersCode0
MLS: A Large-Scale Multilingual Dataset for Speech ResearchCode0
SlothSpeech: Denial-of-service Attack Against Speech Recognition ModelsCode0
FastEmit: Low-latency Streaming ASR with Sequence-level Emission RegularizationCode0
Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech RecognitionCode0
Transcription free filler word detection with Neural semi-CRFsCode0
Rethinking Evaluation in ASR: Are Our Models Robust Enough?Code0
Vedavani: A Benchmark Corpus for ASR on Vedic Sanskrit PoetryCode0
CAT: CRF-based ASR ToolkitCode0
Unsupervised Submodular Rank Aggregation on Score-based PermutationsCode0
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia ClassificationCode0
Revealing and Protecting Labels in Distributed TrainingCode0
ed-cec: improving rare word recognition using asr postprocessing based on error detection and context-aware error correctionCode0
Revise, Reason, and Recognize: LLM-Based Emotion Recognition via Emotion-Specific Prompts and ASR Error CorrectionCode0
Pansori: ASR Corpus Generation from Open Online Video ContentsCode0
SoccerChat: Integrating Multimodal Data for Enhanced Soccer Game UnderstandingCode0
Cascading and Direct Approaches to Unsupervised Constituency Parsing on Spoken SentencesCode0
Towards Better Domain Adaptation for Self-supervised Models: A Case Study of Child ASRCode0
Momentum Pseudo-Labeling for Semi-Supervised Speech RecognitionCode0
Cascaded Cross-Modal Transformer for Audio-Textual ClassificationCode0
SoK: A Modularized Approach to Study the Security of Automatic Speech Recognition SystemsCode0
Analysis of EEG frequency bands for Envisioned Speech RecognitionCode0
Bringing NURC/SP to Digital Life: the Role of Open-source Automatic Speech Recognition ModelsCode0
FASA: a Flexible and Automatic Speech Aligner for Extracting High-quality Aligned Children Speech DataCode0
Coupled Training of Sequence-to-Sequence Models for Accented Speech RecognitionCode0
Exploring Generative Error Correction for Dysarthric Speech RecognitionCode0
Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility PredictionCode0
BeaverTalk: Oregon State University's IWSLT 2025 Simultaneous Speech Translation SystemCode0
Perceptual and Task-Oriented Assessment of a Semantic Metric for ASR EvaluationCode0
Attentional Speech Recognition Models Misbehave on Out-of-domain UtterancesCode0
Automatic Speech Recognition and Query By Example for Creole Languages DocumentationCode0
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event LocalizationCode0
Contrastive and Consistency Learning for Neural Noisy-Channel Model in Spoken Language UnderstandingCode0
Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition SystemsCode0
Show:102550
← PrevPage 60 of 61Next →

Benchmark Results

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