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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 1001–1050 of 3012 papers

TitleStatusHype
Biased Self-supervised learning for ASR—0
Probing Statistical Representations For End-To-End ASR—0
H_eval: A new hybrid evaluation metric for automatic speech recognition tasks—0
Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system—0
Leveraging Domain Features for Detecting Adversarial Attacks Against Deep Speech Recognition in Noise—0
Streaming Audio-Visual Speech Recognition with Alignment Regularization—0
InterMPL: Momentum Pseudo-Labeling with Intermediate CTC Loss—0
More Speaking or More Speakers?—0
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech ProcessingCode1
Towards Zero-Shot Code-Switched Speech Recognition—0
Monolingual Recognizers Fusion for Code-switching Speech Recognition—0
BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder—0
data2vec-aqc: Search for the right Teaching Assistant in the Teacher-Student training setupCode1
Mandarin-English Code-Switching Speech Recognition System for Specific Domain—0
A Preliminary Study on Automated Speaking Assessment of English as a Second Language (ESL) Students—0
Unified End-to-End Speech Recognition and Endpointing for Fast and Efficient Speech Systems—0
Adapting self-supervised models to multi-talker speech recognition using speaker embeddings—0
A Comparative Study on Multichannel Speaker-Attributed Automatic Speech Recognition in Multi-party Meetings—0
An analysis of degenerating speech due to progressive dysarthria on ASR performance—0
DiaCorrect: End-to-end error correction for speaker diarizationCode0
Delay-penalized transducer for low-latency streaming ASRCode3
Audio-Visual Speech Enhancement and Separation by Utilizing Multi-Modal Self-Supervised Embeddings—0
FusionFormer: Fusing Operations in Transformer for Efficient Streaming Speech Recognition—0
Predicting Multi-Codebook Vector Quantization Indexes for Knowledge Distillation—0
Blank Collapse: Compressing CTC emission for the faster decodingCode0
Structured State Space Decoder for Speech Recognition and Synthesis—0
DuDe: Dual-Decoder Multilingual ASR for Indian Languages using Common Label Set—0
Phonemic Representation and Transcription for Speech to Text Applications for Under-resourced Indigenous African Languages: The Case of Kiswahili—0
Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition—0
Filter and evolve: progressive pseudo label refining for semi-supervised automatic speech recognition—0
Contextual-Utterance Training for Automatic Speech Recognition—0
Simulating realistic speech overlaps improves multi-talker ASR—0
V-Cloak: Intelligibility-, Naturalness- & Timbre-Preserving Real-Time Voice Anonymization—0
Weight Averaging: A Simple Yet Effective Method to Overcome Catastrophic Forgetting in Automatic Speech Recognition—0
Virtuoso: Massive Multilingual Speech-Text Joint Semi-Supervised Learning for Text-To-Speech—0
Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task LearningCode1
Iterative pseudo-forced alignment by acoustic CTC loss for self-supervised ASR domain adaptationCode0
On Out-of-Distribution Detection for Audio with Deep Nearest NeighborsCode0
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation—0
Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition—0
TRScore: A Novel GPT-based Readability Scorer for ASR Segmentation and Punctuation model evaluation and selection—0
Streaming Voice Conversion Via Intermediate Bottleneck Features And Non-streaming Teacher Guidance—0
Robust Data2vec: Noise-robust Speech Representation Learning for ASR by Combining Regression and Improved Contrastive LearningCode1
SAN: a robust end-to-end ASR model architecture—0
End-to-End Speech to Intent Prediction to improve E-commerce Customer Support Voicebot in Hindi and English—0
There is more than one kind of robustness: Fooling Whisper with adversarial examplesCode1
Efficient Utilization of Large Pre-Trained Models for Low Resource ASR—0
Smart Speech Segmentation using Acousto-Linguistic Features with look-ahead—0
UFO2: A unified pre-training framework for online and offline speech recognition—0
Reducing Language confusion for Code-switching Speech Recognition with Token-level Language DiarizationCode0
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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