🔊 Signal Processing

152 papers · page 1 of 3 · 1–25 · the most cited first · all shelves

Signal Processing is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Speech and Audio Processing», «Music and Audio Processing», «Data Management and Algorithms».

📄 Papers

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1. WaveNet: A Generative Model for Raw AudioAaron van den Oord, Sander Dieleman, Heiga Zen, et al.2016 · 5,167 citations
2. SpecAugment: A Simple Data Augmentation Method for Automatic Speech RecognitionDaniel S. Park, William Chan, Yu Zhang, et al.2019 · 3,802 citations
3. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai, et al.2021 · 3,441 citations
4. Conformer: Convolution-augmented Transformer for Speech RecognitionAnmol Gulati, James Qin, Chung-Cheng Chiu, et al.2020 · 3,433 citations
5. Robust Speech Recognition via Large-Scale Weak SupervisionAlec Radford, Jong Wook Kim, Tao Xu, et al.2022 · 2,497 citations
6. Deep Speech 2: End-to-End Speech Recognition in English and MandarinDario Amodei, Rishita Anubhai, Eric Battenberg, et al.2015 · 2,302 citations
7. Multimodal Transformer for Unaligned Multimodal Language SequencesYao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,170 citations
8. Attention-Based Models for Speech RecognitionJan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, et al.2015 · 1,776 citations
9. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsAlexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,355 citations
10. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 799 citations
11. Common Voice: A Massively-Multilingual Speech CorpusRosana Ardila, Megan Branson, Kelly Davis, et al.2019 · 733 citations
12. SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 727 citations
13. Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesAlice Coucke, Alaa Saade, Adrien Ball, et al.2018 · 593 citations
14. AudioLM: a Language Modeling Approach to Audio GenerationZalan Borsos, Raphael Marinier, Damien Vincent, et al.2022 · 570 citations
15. The Fisher Corpus: a Resource for the Next Generations of Speech-to-TextChristopher Cieri, David Miller, Kevin Walker2004 · 558 citations
16. MLS: A Large-Scale Multilingual Dataset for Speech ResearchVineel Pratap, Qiantong Xu, Anuroop Sriram, et al.2020 · 510 citations
17. Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
18. High Fidelity Neural Audio CompressionAlexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.2022 · 412 citations
19. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechAlexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 398 citations
20. Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphsYu. A. Malkov, D. A. Yashunin2016 · 341 citations
21. Neural Codec Language Models are Zero-Shot Text to Speech SynthesizersChengyi Wang, Sanyuan Chen, Yu Wu, et al.2023 · 333 citations
22. Scaling Speech Technology to 1,000+ LanguagesVineel Pratap, Andros Tjandra, Bowen Shi, et al.2023 · 331 citations
23. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
24. SALMONN: Towards Generic Hearing Abilities for Large Language ModelsChangli Tang, Wenyi Yu, Guangzhi Sun, et al.2023 · 202 citations
25. SeamlessM4T: Massively Multilingual & Multimodal Machine TranslationSeamless Communication, Loic Barrault, Yu-An Chung, et al.2023 · 183 citations

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Updated 23 October 2026

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