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

Parallel Reference Speaker Weighting for Kinematic-Independent ...

In this paper, we investigate the impact on articulatory inversion problem by using features derived from the acoustic waveform relative to using linguistic ...

"Parallel Reference Speaker Weighting for Kinematic-Independent ...

Acoustic-to-articulatory inversion, the estimation of articulatory kinematics from an acoustic waveform, is a challenging but important problem.

Audio Data Augmentation for Acoustic-to-articulatory Speech Inversion

The pre-trained model, when adapted to each unseen speaker in the test set, improves the average correlation by another 6%. Index Terms—data augmentation, noise ...

Analysis of acoustic-to-articulatory speech inversion across different ...

There have been several attempts to perform speaker independent speech inversion systems [8, 9, 10, 11], but these have been frequently limited to two speakers ...

Silent Speech Interface: An Inversion Problem - ProQuest

Acoustic-to-articulatory inversion (AAI) is a technique for determining articulatory parameters using acoustic input.

Toward a speaker-independent visual articulatory feedback system

In the proposed system, the clone is automatically animated from the audio speech signal, using acoustic-to-articulatory inversion techniques based on ...

A ROUGH GUIDE TO THE ACOUSTIC-TO-ARTICULATORY ...

are partially independent of each other interact in order to ... and is something to consider also in the case of acoustic- to-articulatory inversion.

Speaker-Adaptive Acoustic-Articulatory Inversion using Cascaded ...

In this study, the articulatory-acoustic relationship of the reference speaker is modeled by a gaussian mixture model. (GMM). To address the speaker adaptation ...

The impact of cross language on acoustic-to-articulatory inversion ...

We further perform experiments to analyze how these AAI predictions in unseen language and unseen speaker conditions, in turn, impact the articulatory speech ...

Is it possible to use phase inversion to artificially create silence?

These are separate areas within one acoustic space that are exposed to different sounds. They are created by complex speaker arrays. Here's ...

Acoustic-to-Articulatory Inversion based on Dynamic MRI

A Data‐Driven Inversion Technique. Image sequence roughly corresponding to the articulation of /fɔ/ by a female speaker. … … Articulatory Data. Acoustic Data.

Incorporating Source Features to Improve Acoustic-To-Articulatory ...

the models are trained in a 'speaker-independent' fashion. The splits also ... Sequence Articulatory Inversion Through Time Convolution of Sub-Band ...

Speaker-adaptive acoustic-articulatory inversion using cascaded ...

In this study, the articulatory-acoustic relationship of the reference speaker is modeled by a gaussian mixture model (GMM). To address the speaker adaptation ...

Unsupervised speaker adaptation for speaker independent acoustic ...

Speech inversion is a well-known ill-posed problem and addition of speaker differences typically makes it even harder.

Subject-independent acoustic-to-articulatory mapping of fricative ...

case of acoustic-to-articulatory inversion in a speaker- independent way. In this paper, the algorithm is tested on fricative phonemes, which show a higher ...

BOOSTING AUTOMATIC SPEECH RECOGNITION THROUGH ...

Further investigation with predicted features from speaker- independent articulatory inversion models (e.g., as those presented in [11]) is required to ...

A speaker adaptive DNN training approach for speaker-independent ...

We address the speaker-independent acoustic inversion (AI) problem, also referred to as acoustic-to-articulatory mapping. The scarce availability of multi- ...

A Comparison of Acoustic Features for Articulatory Inversion

Popular acoustic features. In this paper, we compare most popular acoustic features that are widely used in speech/speaker recognition, speech synthe- sis ...

Independent and automatic evaluation of acoustic-to-articulatory ...

Independent and automatic evaluation of acoustic-to-articulatory inversion models ... Reconstruction of articulatory trajectories from the ...

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 ...