Methods › Computer Vision › Light-weight neural networks › ESPNet
ESPNet
Introduced by Sachin Mehta et al. in ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
ESPNet is a convolutional neural network for semantic segmentation of high resolution images under resource constraints. ESPNet is based on a convolutional module, efficient spatial pyramid (ESP), which is efficient in terms of computation, memory, and power.
Papers archive 2025-07-28
23 shown of 23, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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OWSM v4: Improving Open Whisper-Style Speech Models via Data Scaling and Cleaning 31 May 2025 · 0 repositories · arXiv:2506.00338
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ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs for Audio, Music, and Speech 24 Sep 2024 · 2 repositories · arXiv:2409.15897
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ESPnet-EZ: Python-only ESPnet for Easy Fine-tuning and Integration 14 Sep 2024 · 0 repositories · arXiv:2409.09506
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The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization 23 Jul 2024 · 0 repositories · arXiv:2407.16447
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A cost minimization approach to fix the vocabulary size in a tokenizer for an End-to-End ASR system 29 Apr 2024 · 0 repositories · arXiv:2406.02563
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EURO: ESPnet Unsupervised ASR Open-source Toolkit 30 Nov 2022 · 1 repository · arXiv:2211.17196Syntology ran 2 of 2 samples · 0 unverified · 2 pointer-only (licence)
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ESPnet-SE++: Speech Enhancement for Robust Speech Recognition, Translation, and Understanding 19 Jul 2022 · 1 repository · arXiv:2207.09514
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TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline 27 Jun 2022 · 0 repositories · arXiv:2206.13135
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NatiQ: An End-to-end Text-to-Speech System for Arabic 15 Jun 2022 · 0 repositories · arXiv:2206.07373
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EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers 31 Mar 2022 · 1 repository · arXiv:2203.17068
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A Study of Transducer based End-to-End ASR with ESPnet: Architecture, Auxiliary Loss and Decoding Strategies 14 Jan 2022 · 0 repositories · arXiv:2201.05420
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An Exploration of Self-Supervised Pretrained Representations for End-to-End Speech Recognition 9 Oct 2021 · 0 repositories · arXiv:2110.04590
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DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows 30 May 2021 · 1 repository · arXiv:2105.14638
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User-friendly automatic transcription of low-resource languages: Plugging ESPnet into Elpis 15 Dec 2020 · 0 repositories · arXiv:2101.03027
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Multitask Learning and Joint Optimization for Transformer-RNN-Transducer Speech Recognition 2 Nov 2020 · 0 repositories · arXiv:2011.00771
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A Crowdsourced Open-Source Kazakh Speech Corpus and Initial Speech Recognition Baseline 22 Sep 2020 · 1 repository · arXiv:2009.10334
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Frame-To-Frame Consistent Semantic Segmentation 3 Aug 2020 · 1 repository · arXiv:2008.00948
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ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit 24 Oct 2019 · 3 repositories · arXiv:1910.10909Syntology ran 2 of 2 samples · 0 unverified · 1 pointer-only (licence)
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Semi-supervised Sequence-to-sequence ASR using Unpaired Speech and Text 30 Apr 2019 · 0 repositories · arXiv:1905.01152
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C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation 12 Dec 2018 · 2 repositories · arXiv:1812.04920
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ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network 28 Nov 2018 · 10 repositories · arXiv:1811.11431Syntology ran 2 of 4 samples · 2 unverified
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ESPnet: End-to-End Speech Processing Toolkit 30 Mar 2018 · 0 repositories · arXiv:1804.00015
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ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation 19 Mar 2018 · 8 repositories · arXiv:1803.06815Syntology ran 4 of 10 samples · 6 unverified
Tasks archive 2025-07-28
20 shown of 34 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections