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

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Showing 351–400 of 3012 papers

TitleStatusHype
Analysis of Self-Attention Head Diversity for Conformer-based Automatic Speech Recognition—0
Automated speech tools for helping communities process restricted-access corpora for language revival efforts—0
Automatic assessment of spoken language proficiency of non-native children—0
Automatic Detection of Code-switching Style from Acoustics—0
Automatic Quality Estimation for ASR System Combination—0
Analysis of Phonetic Transcription for Danish Automatic Speech Recognition—0
Analysis of Multilingual Sequence-to-Sequence speech recognition systems—0
Adapting GPT, GPT-2 and BERT Language Models for Speech Recognition—0
Analysis of Manipuri Tones in ManiTo: A Tonal Contrast Database—0
An Analysis of Semantically-Aligned Speech-Text Embeddings—0
A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio—0
Analysis of GlobalPhone and Ethiopian Languages Speech Corpora for Multilingual ASR—0
Adapting Automatic Speech Recognition for Accented Air Traffic Control Communications—0
A Comparative Study of LLM-based ASR and Whisper in Low Resource and Code Switching Scenario—0
Analyse de l'effet de la r\'everb\'eration sur la reconnaissance automatique de la parole (Analyzing how reverberation affects Automatic Speech Recognition)—0
An Adaptive Psychoacoustic Model for Automatic Speech Recognition—0
Adapting a FrameNet Semantic Parser for Spoken Language Understanding Using Adversarial Learning—0
4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders—0
A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition—0
A Multi-Purpose Audio-Visual Corpus for Multi-Modal Persian Speech Recognition: the Arman-AV Dataset—0
A Multimodal Dense Retrieval Approach for Speech-Based Open-Domain Question Answering—0
A Multimodal Approach to Device-Directed Speech Detection with Large Language Models—0
Adaptation and Optimization of Automatic Speech Recognition (ASR) for the Maritime Domain in the Field of VHF Communication—0
A Comparative Analysis of Crowdsourced Natural Language Corpora for Spoken Dialog Systems—0
A Multi-Dialectal Dataset for German Dialect ASR and Dialect-to-Standard Speech Translation—0
AMPS: ASR with Multimodal Paraphrase Supervision—0
Adaptable End-to-End ASR Models using Replaceable Internal LMs and Residual Softmax—0
Amortized Neural Networks for Low-Latency Speech Recognition—0
AdaMER-CTC: Connectionist Temporal Classification with Adaptive Maximum Entropy Regularization for Automatic Speech Recognition—0
4-bit Quantization of LSTM-based Speech Recognition Models—0
Handling Numeric Expressions in Automatic Speech Recognition—0
Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR—0
Automated Cross-language Intelligibility Analysis of Parkinson's Disease Patients Using Speech Recognition Technologies—0
A Mixture of Expert Based Deep Neural Network for Improved ASR—0
Amharic-English Speech Translation in Tourism Domain—0
Adam^+: A Stochastic Method with Adaptive Variance Reduction—0
ADAGIO: Interactive Experimentation with Adversarial Attack and Defense for Audio—0
A meta learning scheme for fast accent domain expansion in Mandarin speech recognition—0
A Code-Switching Corpus of Turkish-German Conversations—0
On the Problem of Text-To-Speech Model Selection for Synthetic Data Generation in Automatic Speech Recognition—0
A Meeting Transcription System for an Ad-Hoc Acoustic Sensor Network—0
Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses—0
A Cycle-GAN Approach to Model Natural Perturbations in Speech for ASR Applications—0
Almost Unsupervised Text to Speech and Automatic Speech Recognition—0
All-neural online source separation, counting, and diarization for meeting analysis—0
AC-Mix: Self-Supervised Adaptation for Low-Resource Automatic Speech Recognition using Agnostic Contrastive Mixup—0
Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain—0
A Universally-Deployable ASR Frontend for Joint Acoustic Echo Cancellation, Speech Enhancement, and Voice Separation—0
Audio Adversarial Examples for Robust Hybrid CTC/Attention Speech Recognition—0
A two-step approach to leverage contextual data: speech recognition in air-traffic communications—0
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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