REFERENCE LIBRARY
Research & Provenance Literature
This library collects the foundational physics documentation, acoustic theory, and architectural research papers that underpin our extraction methodologies and quality gating protocols.
Deepfake Detection & Anti-Spoofing
| Article Title | Year | Author(s) | Reference / Link |
|---|---|---|---|
| Quantizer-Aware Hierarchical Neural Codec Modeling for Speech Deepfake Detection | 2026 | J. Wu, Z. Pan, Q. Zhang, et al. | arXiv:2603.16914 |
| VoxAnchor: Grounding Speech Authenticity in Throat Vibration | 2026 | M. Han, H. Yang, C. Li, et al. | arXiv:2603.27562 |
| How to Label Resynthesized Audio: The Dual Role of Neural Audio Codecs in Audio Deepfake Detection | 2026 | Y. Xiao, F. Lux, A. Pérez-González-de-Martos, N. T. Vu | arXiv:2602.16343 |
| Measuring the Robustness of Audio Deepfake Detectors | 2025 | X. Li, P.-Y. Chen, W. Wei | arXiv:2503.17577 |
| Beyond Identity: Generalizable Deepfake Audio Detection | 2025 | Y. Ahmadiadli, X.-P. Zhang, N. Khan | arXiv:2505.06766 |
| Forensic Deepfake Audio Detection Using Segmental Speech Features | 2025 | T. Yang, C. Sun, S. Lyu, P. Rose | arXiv:2505.13847 |
| Phoneme-Level Analysis for Person-of-Interest Speech Deepfake Detection | 2025 | D. Salvi, V. Negroni, S. Mandelli, et al. | arXiv:2507.08626 |
| AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds | 2025 | Q. Wang, H. Huang, G. Pang, et al. | arXiv:2509.04345 |
| I Can Hear You: Selective Robust Training for Deepfake Audio Detection | 2024 | Z. Zhang, W. Hao, A. Sankoh, et al. | arXiv:2411.00121 |
| CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning | 2024 | H. Wu, J. Chen, R. Du, et al. | arXiv:2404.15854 |
| Towards the Detection of Speech Deepfakes for Scam Prevention | 2024 | A. White, C. Watson | SST2024 |
| Linear Frequency Residual Cepstral Features for Replay Spoof Detection on ASVSpoof 2019 | 2022 | P. Singh, et al. | IEEE EUSIPCO |
| Detecting AI-Synthesized Speech Using Bispectral Analysis | 2019 | E. A. AlBadawy, S. Lyu, H. Farid | CVPR Workshops 2019 |
| Replay detection using CQT-based modified group delay feature and ResNeWt network in ASVspoof 2019 | 2019 | APSIPA ASC | IEEE APSIPA ASC |
| Audio Deepfake Detection: What Has Been Achieved and What Lies Ahead | 2025 | B. Zhang, H. Cui, V. Nguyen, M. Whitty | PMC11991371 |
Acoustic Theory & Classical Systems
| Article Title | Year | Author(s) | Reference / Link |
|---|---|---|---|
| Speech Representation and Transformation using Adaptive Interpolation of Weighted Spectrum: Vocoder Revisited | 1997 | H. Kawahara, et al. | IEEE ICASSP |
| Algebraic Code-Excited Linear Prediction (ACELP) | 1995 | R. Salami, et al. | ITU-T G.729 |
| A Mixed Excitation LPC Vocoder Model for Low Bit Rate Speech Coding | 1995 | A. McCree, T. P. Barnwell | IEEE Trans. on Speech and Audio Processing |
| Linear Prediction: A Tutorial Review | 1975 | J. Makhoul | Proceedings of the IEEE |
| Acoustic Theory of Speech Production | 1970 | G. Fant | Mouton |
| Adaptive Predictive Coding of Speech Signals | 1970 | B. S. Atal, M. R. Schroeder | Bell System Technical Journal |
| Analysis Synthesis Telephony based on the Maximum Likelihood Method | 1968 | F. Itakura, S. Saito | Proc. 6th Int. Congress on Acoustics |
Generative Speech Models & Neural Codecs
| Article Title | Year | Author(s) | Reference / Link |
|---|---|---|---|
| Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale | 2023 | M. Le, et al. (Meta) | arXiv:2306.15687 |
| Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers (VALL-E) | 2023 | C. Wang, et al. (Microsoft) | arXiv:2301.02111 |
| HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis | 2020 | J. Kong, et al. | arXiv:2010.05646 |
| FastSpeech: Fast, Robust and Controllable Text to Speech | 2019 | Y. Ren, et al. | arXiv:1905.09263 |
| Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions (Tacotron 2) | 2018 | J. Shen, et al. (Google) | arXiv:1712.05884 |
| WaveNet: A Generative Model for Raw Audio | 2016 | A. van den Oord, et al. (DeepMind) | arXiv:1609.03499 |