Alejandro Luebs
Alejandro Luebs has 2 papers in our library, in 2021–2023, most of them on Speech & spoken language; often with Marco Tagliasacchi, Neil Zeghidour.
OpenAlex · h-index 7 · 15 works · 1,112 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 199 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #2856
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksSignal Processing · 2 worksArtificial Intelligence · 1 work
🧭 Topics 1Research subjects and languages the work is about.Speech & spoken language · 2 works
Works by year
2020s
Papers
- SoundStream: An End-to-End Neural Audio Codec (2021 · 733 citations)
Classic audio codecs involve a trade-off. Waveform codecs handle any content but produce artifacts at low bitrates. Parametric codecs stay efficient by assuming the input is speech. Earlier neural codecs such as LPCNet and Lyra also focused only on low-bitrate speech. Zeghidour et al. (Google) present SoundStream, a… - High-Fidelity Audio Compression with Improved RVQGAN (2023 · 196 citations)
Audio language models such as AudioLM, MusicLM and VALL-E need a neural codec that turns waveforms into compact discrete tokens.
All works
- SoundStream: An End-to-End Neural Audio CodecIEEE/ACM Transactions on Audio Speech and Language ProcessingNeil Zeghidour, Alejandro Luebs, Ahmed Omran, et al.2021 · 733 citations
- High-Fidelity Audio Compression with Improved RVQGANConference on Neural Information Processing Systems (NeurIPS)Rithesh Kumar, Prem Seetharaman, Alejandro Luebs, et al.2023 · 196 citations
- Low Bit-rate Speech Coding with VQ-VAE and a WaveNet Decoder ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetCristina Gârbacea et al.2019 · 128 citations
Co-authors here
Venues
- IEEE/ACM Transactions on Audio Speech and Language Processing: IEEE/ACM Transactions on Audio Speech and Language Processing 2021
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2023
- IEEE International Conference on Acoustics Speech and Signal Processing
Cited by
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