Methods › Sequential › Bidirectional Recurrent Neural Networks › BiGRU
Bidirectional GRU
BiGRU
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
A Bidirectional GRU, or BiGRU, is a sequence processing model that consists of two GRUs. one taking the input in a forward direction, and the other in a backwards direction. It is a bidirectional recurrent neural network with only the input and forget gates.
Image Source: Rana R (2016). Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech.
Papers archive 2025-07-28
30 shown of 105, 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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Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model 13 Jun 2025 · 0 repositories · arXiv:2506.14830
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State of health prediction of lithium-ion batteries for driving conditions based on full parameter domain sparrow search algorithm and dual-module bidirectional gated recurrent unit 23 May 2025 · 0 repositories · arXiv:2505.17405
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GAME: Learning Multimodal Interactions via Graph Structures for Personality Trait Estimation 5 May 2025 · 0 repositories · arXiv:2505.03846
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Graph-Driven Multimodal Feature Learning Framework for Apparent Personality Assessment 15 Apr 2025 · 0 repositories · arXiv:2504.11515
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A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit 13 Feb 2025 · 0 repositories · arXiv:2502.09097
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Multimodal Marvels of Deep Learning in Medical Diagnosis: A Comprehensive Review of COVID-19 Detection 16 Jan 2025 · 1 repository · arXiv:2501.09506
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Knowledge-Based Deep Learning for Time-Efficient Inverse Dynamics 6 Dec 2024 · 0 repositories · arXiv:2412.05403
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Robust and Unbounded Length Generalization in Autoregressive Transformer-Based Text-to-Speech 29 Oct 2024 · 1 repository · arXiv:2410.22179
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Cross-lingual transfer of multilingual models on low resource African Languages 17 Sep 2024 · 2 repositories · arXiv:2409.10965
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2D bidirectional gated recurrent unit convolutional Neural networks for end-to-end violence detection In videos 11 Sep 2024 · 0 repositories · arXiv:2409.07588
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Enhancing Kurdish Text-to-Speech with Native Corpus Training: A High-Quality WaveGlow Vocoder Approach 10 Sep 2024 · 0 repositories · arXiv:2409.13734
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Training Universal Vocoders with Feature Smoothing-Based Augmentation Methods for High-Quality TTS Systems 4 Sep 2024 · 0 repositories · arXiv:2409.02517
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Probabilistic Deep Learning and Transfer Learning for Robust Cryptocurrency Price Prediction 19 Jun 2024 · 1 repository
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Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing 25 May 2024 · 1 repository · arXiv:2405.16114
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Modeling Selective Feature Attention for Representation-based Siamese Text Matching 25 Apr 2024 · 1 repository · arXiv:2404.16776
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Leveraging the Interplay Between Syntactic and Acoustic Cues for Optimizing Korean TTS Pause Formation 3 Apr 2024 · 0 repositories · arXiv:2404.02592
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An overview of text-to-speech systems and media applications 22 Oct 2023 · 0 repositories · arXiv:2310.14301
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Energy-Based Models For Speech Synthesis 19 Oct 2023 · 0 repositories · arXiv:2310.12765
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The DeepZen Speech Synthesis System for Blizzard Challenge 2023 30 Aug 2023 · 0 repositories · arXiv:2308.15945
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Constructing Colloquial Dataset for Persian Sentiment Analysis of Social Microblogs 22 Jun 2023 · 1 repository · arXiv:2306.12679
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Multilingual Text-to-Speech Synthesis for Turkic Languages Using Transliteration 25 May 2023 · 1 repository · arXiv:2305.15749
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HyMo: Vulnerability Detection in Smart Contracts using a Novel Multi-Modal Hybrid Model 25 Apr 2023 · 0 repositories · arXiv:2304.13103
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A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers 16 Apr 2023 · 0 repositories · arXiv:2304.07842
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ArmanTTS single-speaker Persian dataset 7 Apr 2023 · 0 repositories · arXiv:2304.03585
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Emotion Detection From Social Media Posts 11 Feb 2023 · 0 repositories · arXiv:2302.05610
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Investigation of Japanese PnG BERT language model in text-to-speech synthesis for pitch accent language 16 Dec 2022 · 0 repositories · arXiv:2212.08321
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Investigating Content-Aware Neural Text-To-Speech MOS Prediction Using Prosodic and Linguistic Features 1 Nov 2022 · 0 repositories · arXiv:2211.00342
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Cross-lingual Text-To-Speech with Flow-based Voice Conversion for Improved Pronunciation 31 Oct 2022 · 0 repositories · arXiv:2210.17264
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Towards Developing State-of-the-Art TTS Synthesisers for 13 Indian Languages with Signal Processing aided Alignments 31 Oct 2022 · 0 repositories · arXiv:2210.17153
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Efficiently Trained Low-Resource Mongolian Text-to-Speech System Based On FullConv-TTS 24 Oct 2022 · 0 repositories · arXiv:2211.01948
Tasks archive 2025-07-28
20 shown of 124 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