Manu Airaksinen

9 papers · 2016–2022 · 1 conference · across top CS/AI conferences

Achievements

🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 🗺️ Taxonomy Completionist (16) 🚀 Conference Pioneer

Conferences

INTERSPEECH (9)

Top co-authors

Paavo Alku (8) Lauri Juvela (6) Junichi Yamagishi (3) Okko Rasanen (2) Bajibabu Bollepalli (2) N.P. Narendra (1) Simon King (1) Hirokazu Kameoka (1) Vassilis Tsiaras (1) Tom Bäckström (1)

Keywords

glottal inverse filtering (4) speech synthesis (4) deep neural network (3) acoustic feature (2) glottal excitation (2) speech enhancement (1) speech processing (1) feature learning (1) noise reduction (1) linear prediction (1) feature mapping (1) long short-term memory (1) recurrent neural network (1) signal decomposition (1) text-to-speech synthesis (1) non-negative matrix factorization (1) neural vocoder (1) spectral envelope (1) speech analysis (1) voice conversion (1)

Papers

Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition INTERSPEECH 2022

Time-regularized Linear Prediction for Noise-robust Extraction of the Spectral Envelope of Speech INTERSPEECH 2018

Speaker-independent Raw Waveform Model for Glottal Excitation INTERSPEECH 2018

Glottal Source Estimation from Coded Telephone Speech Using a Deep Neural Network INTERSPEECH 2017

Effects of Training Data Variety in Generating Glottal Pulses from Acoustic Features with DNNs INTERSPEECH 2017

Automatic Glottal Inverse Filtering with Non-Negative Matrix Factorization INTERSPEECH 2016

GlottDNN — A Full-Band Glottal Vocoder for Statistical Parametric Speech Synthesis INTERSPEECH 2016

Using Text and Acoustic Features in Predicting Glottal Excitation Waveforms for Parametric Speech Synthesis with Recurrent Neural Networks INTERSPEECH 2016

Majorisation-Minimisation Based Optimisation of the Composite Autoregressive System with Application to Glottal Inverse Filtering INTERSPEECH 2016