Subject

XSL Content

Speech Processing

General details of the subject

Mode
Face-to-face degree course
Language
English

Description and contextualization of the subject

The objective of this subject is that the students become familiar with the speech signal and with the basic techniques used for its analysis and processing. For this, the fundamentals of human speech production and its perception by the human ear are described, to continue with the definition of the basic techniques of voice signal processing. The course includes numerous exercises and practices for students to work with these concepts.

Teaching staff

NameInstitutionCategoryDoctorTeaching profileAreaE-mail
HERNAEZ RIOJA, INMACULADA CONCEPCIONUniversity of the Basque CountryProfesorado Catedratico De UniversidadDoctorNot bilingualTheory of Signals and Communicationsinma.hernaez@ehu.eus

Competencies

NameWeight
Conocer e interpretar los procesos de generación y percepción de la voz humana.25.0 %
Analizar y explicar el análisis temporal y espectral de señales de voz.25.0 %
Manejar las herramientas informáticas básicas para el procesado y tratamiento de la señal de voz.25.0 %
Comprender e interpretar los principales parámetros utilizados en la representación de la señal de voz.25.0 %

Study types

TypeFace-to-face hoursNon face-to-face hoursTotal hours
Lecture-based1522.537.5
Applied computer-based groups304575

Training activities

NameHoursPercentage of classroom teaching
Computer work practice, laboratory, site visits, field trips, external visits37.540 %
Individual work and/or group work75.040 %

Assessment systems

NameMinimum weightingMaximum weighting
Internship Report/Summary30.0 % 60.0 %
Multiple-choice examination40.0 % 70.0 %

Learning outcomes of the subject

RA1 Describe the perception generation processes of the voice signal.

RA2 Demonstrate knowledge about the temporal and frequency representation of the voice signal and about the techniques used for its analysis.

RA3 Measure and interpret the main parameters that characterize the voice signal.

RA4 Handle voice signal analysis and processing tools.

Ordinary call: orientations and renunciation

The evaluation system is divided into two independent blocks: theory and laboratory practices.

The theoretical part is evaluated by means of an individual test written from short questions and multiple choice. (fifty%)

The part of laboratory practices is evaluated through the memories and the work carried out in the laboratory. (fifty%)

In the ordinary call, both parts (master class and laboratory) must be passed with a minimum grade of 3 out of 10 in each. To pass the subject, a final grade of more than 5 out of 10 must be obtained once all the grades have been added and averaged. Each evaluation block is independent and once a block has been passed, the mark can be saved for the extraordinary call.



RESIGNATION:

People who cannot follow the mixed evaluation must document their causes to the teaching team, following the procedure established in current regulations. They will be able to accredit the achievement of the learning results of the subject through a final evaluation that will consist of: a written test and a laboratory test, with the same minimum conditions as in the continuous evaluation.

If a person does not take the final written test, it will be understood that that person has renounced said call.



Extraordinary call: orientations and renunciation

In the extraordinary call there will be two tests: a lecture block test and a laboratory block test. Each test will count for 50% of the final grade and both must be passed with a minimum grade of 5 out of 10.





Those students who have not presented a written document justifying their non-participation in the mixed evaluation must certify the proper completion of the practices.

Temary

1. Speech production and perception

2. Basic concepts about signals

3. Basic concepts about systems

4. The source filter model

5. Basic representations of the speech signal

Bibliography

Compulsory materials

Documentation provided via eGela, both for master classes and for laboratory practices

Basic bibliography

A classical: Fant: Acoustic Theory of Speech Production (1960)

“The Production and Perception of Speech” Mark Tatham Katherine Morton (1997) -several versions and editions

Introduction to Digital Speech Processing, Lawrence R. Rabiner, Ronald W. Schafer

Now Publishers Inc, 2007

In-depth bibliography

Speech perception: R. Munkongand B. H. Juang, “Auditory perception and cognition” inIEEE Signal Processing Magazine, vol. 25, no. 3, pp. 98-117, May 2008.doi: 10.1109/MSP.2008.918418



http://auditoryneuroscience.comfor a general understanding of sound and brain.



L. R. Rabiner and R. W. Schafer Theory and Applications of Digital Speech Processing, Prentice-Hall, 2011.







X. Huang, A. Acero, H. Hon. Spoken Language Processing: A Guide to Theory, Algorithm and System Development. Prentice Hall, 2001. (ISBN: 978-0130226167)



L. R. Rabiner, R. W. Schafer. Digital processing of speech signal. Prentice-Hall, 1978. (ISBN: 978-0132136037)



J. G. Proakis, D. G. Manolakis. Digital signal processing. Principles, algorithms and applications (4th edition). Pearson Prentice Hall, 2007. (ISBN: 978-0131873742)



D. Jurafsky, J. H. Martin. Speech and Language Processing (2nd edition). Prentice Hall, 2008. (ISBN: 978-0131873216)

Journals

Computer Speech and Language



Speech Communication



IEEE Transactions on Audio Speech and Language Processing



IEEE Transactions on Multimedia



Links

https://speech.zone/

XSL Content

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