Selected Publications
Improving aphasic speech recognition by using novel semi-supervised learning methods on AphasiaBank for English and Spanish. IG Torre, M. Romero and A. Álvarez. Applied Sciences, 2021.
On the physical origin of linguistic laws and lognormality in speech. IG Torre, B Luque, L Lacasa, CT Kello, A Hernandez-Fernandez. Royal Society Open Science, 2019.
Emergence of linguistic laws in human voice. IG Torre, B Luque, L Lacasa, J Luque, and A Hernández-Fernández. Scientific Reports, 2017.
Patents
2024. Pending US/EU patent for innovations in the area of speaker diarization and attributed speaker ASR.
JCR Publications
16. Automatic speech recognition advancements for Indigenous languages of the Americas. M Romero, S Gomez and IG Torre. Applied Sciences, 2024.
15. Compression principle and Zipf’s Law of brevity in infochemical communication. A Hernández-Fernández and IG Torre. Biology Letters, 2022.
14. Evaluating Novel Speech Transcription Architectures on the Spanish RTVE2020 Database. A Alvarez, H Arzelus, IG Torre and AG Docasal. Applied Sciences, 2022.
13. Cascade or direct speech translation? A case study. T Etchegoyhen, H Arzelus, H Gete, A Alvarez, IG Torre, JMM Doñas, AG Docasal and EB Fernandez. Applied Sciences, 2022.
12. Speech pause distribution as an early marker for Alzheimer's disease. P Pastoriza, IG Torre, F Diéguez, I Gómez, S Gelado, J Bello, A Ávila, J Matías, V Pytel and A Hernández-Fernández. Speech Communication, 2022.
11. Improving aphasic speech recognition by using novel semi-supervised learning methods on AphasiaBank for English and Spanish. IG Torre, M Romero and A Álvarez. Applied Sciences, 2021.
10. Can Menzerath’s law be a criterion of complexity in communication? IG Torre, Ł. Dębowski and A. Hernández-Fernández. PLoS ONE, 2021.
9. MULTIFRAC: An ImageJ plugin for multiscale characterization of 2D and 3D stack images . IG Torre, RJ Heck and AM Tarquis. SoftwareX, 2020.
8. Scaling properties of binary and greyscale images in the context of X-ray soil tomography. IG Torre, JJM Sotoca, JC Losada, P López and AM Tarquis. Geoderma, 2020.
7. Linguistic laws in speech: the case of Catalan and Spanish. A Hernandez-Fernandez, IG Torre, JM Garrido and L Lacasa. Entropy, 2019.
6. On the physical origin of linguistic laws and lognormality in speech. IG Torre, B Luque, L Lacasa, CT Kello and A Hernandez-Fernandez. Royal Society Open Science, 2019.
5. Multifractal analysis of 3D images of tillage soil. IG Torre, JC Losada, R Heck, and AM Tarquis. Geoderma, 2018.
4. Emergence of linguistic laws in human voice. IG Torre, B Luque, L Lacasa, J Luque, and A Hernández-Fernández. Scientific Reports, 2017.
3. Multiscaling properties of soil images. IG Torre, JC Losada, and AM Tarquis. Biosystems Engineering, 2016.
2. Does network complexity help organize Babel’s library? JP Cárdenas, IG Torre, G Vidal, and MA Fuentes. Physica A: Statistical Mechanics and its Applications, 2016.
1. Phase transitions in number theory: From the birthday problem to Sidon sets. B Luque, IG Torre, and L Lacasa. Physical Review E, 2013.
Peer review proceedings and other scientific papers
8. Statistical study of the oral production of Catalan-Spanish bilingual people with aphasia. IG Torre and multiple authors. BCBL 2024.
7. iASSIST: Low-cost, portable and embedded assistants for on-premise automated transcription and translation services. A Álvarez, V Ruiz, IG Torre, T Etchegoyen, H Gete and J Arellano. SEPLN 2022.
6. Convolutional neural networks for structured industrial data. L Moles, F Boto, G Echegaray and IG Torre. SOCO 2022
5. Findings of the second Americas NLP Competition on speech-to-text translation, IG Torre and multiple authors. PMLR 2022.
4. The Vicomtech spoofing-aware biometric system for the SASV challenge., JM Dueñas, IG Torre, A. Álvarez and J. Arellano. preprint 2021.
3. The Vicomtech Speech Transcription Systems for the Albayzín-RTVE 2020 Speech to Text Transcription Challenge. A. Álvarez, H. Arzelus, IG Torre and A. González-Docasal. Iberspeech 2021.
2. Is speech a self-organized critical signal? IG Torre, O Artime, A Hernandez-Fernandez and B Luque. Interdisciplina. 2020.
1. Feasibility study for visibility algorithms implementation in surface texture characterization. A Sanz-Lobera, IG Torre, J Rodríguez, and B Luque. Procedia Engineering. 2015.
Chapter books
2. Linguistic laws in Catalan. A Hernandez-Fernandez, JM Garrido, B.Luqe and IG Torre. Walter de Gruyter GmbH, 2022.
1. Scaling Characteristics of Soil Structure. AM Tarquis, IG Torre, JJ Martín-Sotoca, JC Losada, JB Grau, NRA Bird and A. Saa-Requejo. Pedometrics, 2018.
Doctoral dissertation
Criticalidad, fenómenos de umbral y leyes lingüísticas en el habla. UPM (2019). Highest qualification with honors: "Extraordinary PhD Award", "Summa Cum Laude" and "International Mention".