A subject|independent acoustic|to|articulatory inversion

A subject-independent acoustic-to-articulatory inversion - IEEE Xplore

Acoustic-to-articulatory inversion is usually done in a subject-dependent manner, i.e., the inversion procedure may not work well if the parallel acoustic ...

Speaker-Independent Acoustic-to-Articulatory Inversion through ...

We present a novel speaker-independent acoustic-to-articulatory inversion (AAI) model, overcoming the limitations observed in conventional AAI models.

Speaker-Independent Acoustic-to-Articulatory Speech Inversion - arXiv

The articulatory space is a promising inversion target, since this space captures the mechanics of speech production. To this end, we build an ...

Speaker-Independent Acoustic-to-Articulatory Inversion through ...

We present a novel speaker-independent acoustic-to- articulatory inversion (AAI) model, overcoming the limitations.

Improved subject-independent acoustic-to-articulatory inversion

In this work, we focus on improving the SII performance through better acoustic normalization and adaptation.

A subject-independent acoustic-to-articulatory inversion

Experimental results on the MOCHA database show that the subject-independent inversion procedure can achieve an inversion accuracy close to the accuracy of ...

"Speaker Independent Acoustic-to-Articulatory Inversion" by An Ji

Acoustic-to-articulatory inversion, the determination of articulatory parameters from acoustic signals, is a difficult but important problem for many speech ...

Speaker-Independent Acoustic-to-Articulatory Speech Inversion

The articulatory space is a promising inversion target, since this space captures the mechanics of speech production. To this end, we build an ...

[PDF] Speaker-Independent Acoustic-to-Articulatory Speech Inversion

This work builds an acoustic-to-articulatory inversion (AAI) model that leverages autoregression, adversarial training, and self supervision to generalize ...

bootphon/articulatory_inversion - GitHub

... acoustic to articulatory mapping in a subject independent framework. For ... Independent and automatic evaluation of acoustic-to-articulatory inversion models.

A subject-independent acoustic-to- articulatory inversion

P. K. Ghosh and S. Narayanan, “A generalized smoothness criterion for acoustic-to-articulatory inversion”, (2010) JASA. Articulator specific.

Automatic speech recognition using articulatory features from ...

Recently we proposed a subject-independent approach to inversion,10 where parallel articulatory-acoustic training data from one exemplary ...

Improved subject-independent acoustic-to-articulatory inversion

The training corpus in subject-independent inversion (SII) is formed with acoustic and articulatory kinematics data and the acoustic mismatch between training ...

Speaker-Independent Acoustic-to-Articulatory Speech Inversion

Search a Specific Field ; Publisher / Repository: IEEE ; Date Published: 2023-06-04 ; ISBN: 978-1-7281-6327-7 ; Page Range / eLocation ID: 1 to 5.

Automatic speech recognition using articulatory features ... - PubMed

An automatic speech recognition approach is presented which uses articulatory features estimated by a subject-independent acoustic-to-articulatory inversion ...

Speaker Independent Speech Inversion System - UM Ventures

BackgroundSpeech inversion is the process of mapping acoustic signals into articulatory parameters. This is a well-known ill-posed problem and the addition ...

Speaker-independent speech inversion for recovery of ...

An alternative approach to identifying articulatory patterns is to estimate them from the acoustic signal using models trained on a database of ...

Better acoustic normalization in subject independent acoustic-to ...

In subject independent acoustic-to-articulatory inversion (SII), the training and test subjects are in general different, whereas subject ...

An Investigation on Speaker Specific Articulatory Synthesis with ...

An Investigation on Speaker Specific Articulatory Synthesis with Speaker Independent Articulatory Inversion ... articulatory movement in a subject-specific ...

Speech Transcript - A SUBJECT-INDEPENDENT ACOUSTIC-TO ...

... acoustic spaces mad start but space is matt but but about those try to look into in this paper there is a subject independent acoustic-to-articulatory inversion ...