CPC Definition - Subclass G10L

Last Updated Version: 2024.01
SPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
Definition statement

This place covers:

  • Processing of speech or voice signals in general (G10L 25/00).
  • Production of synthetic speech signals, text to speech systems (G10L 13/00).
  • Recognition of speech (G10L 15/00).
  • Lyrics recognition from a singing voice (G10L 15/00).
  • Speaker identification, authentication or verification (G10L 17/00).
  • Singer recognition from a singing voice (i.e. speaker recognition on a singing voice) (G10L 17/00).
  • Analysis of speech signals for bandwidth compression or extension, bit-rate or redundancy reduction (G10L 19/00).
  • Coding/decoding of audio signals for compression and expansion using analysis-synthesis, source filter models or psycho-acoustic analysis (G10L 19/00).
  • Modification of speech signals, speech enhancement, source separation (G10L 21/00).
  • Processing of the speech or voice signal to produce another audible or non-audible signal, e.g., visual or tactile, in order to modify its quality or its intelligibility (G10L 21/00).
  • Noise reduction or echo cancellation in an audio signal (G10L 21/00).
  • Speech or voice analysis techniques specially adapted to analyse or modify audio signals, where the audio signals do not necessarily include speech or voice, are also covered in subgroups (G10L 21/00, G10L 25/00).
Relationships with other classification places

Classification should be generally directed to appropriate subclasses, e.g. G06F, H03M, for mathematical models for audio analysis in general.

Classification should be generally directed to appropriate subclasses, e.g. G10K, G10H, H04R, H04S when audio productions or general audio analysis or processing are of relevance.

Telegraphic communication is covered in subclass H04L.

Telephonic communication is covered in subclass H04M.

References
Limiting references

This place does not cover:

Devices for the storage of speech signals

G11B

Static stores

G11C

Encoding of compressed speech signals for transmission or storage

H03M 7/30

Application-oriented references

Examples of places where the subject matter of this place is covered when specially adapted, used for a particular purpose, or incorporated in a larger system:

Information retrieval of audio data

G06F 16/60

Broadcasting arrangements of audio

H04H 60/58

Name dialling controlled by voice recognition

H04M 1/271

Automatic arrangements for answering calls

H04M 1/64

References out of a residual place

Examples of places in relation to which this place is residual:

Acoustics not otherwise provided for

G10K 15/00

Informative references

Attention is drawn to the following places, which may be of interest for search:

Larynxes or tracheae prosthesis implantable into the body

A61F 2/20

Input/output arrangements for on-board computers

G01C 21/36

Measurement of sound waves in general

G01H

Direction-finders for determining the direction from which infrasonic, sonic or ultrasonic waves, not having a directional significance, are being received

G01S 3/80

Systems using the reflection or reradiation of acoustic waves

G01S 15/00

Sound input/output for computers

G06F 3/16

Compilation or interpretation of high level programme languages

G06F 8/41, G06F 9/455

Information retrieval; Database structures therefor

G06F 16/00

Complex mathematical functions

G06F 17/10

General pattern recognition

G06F 18/00

Digital data processing methods or equipment specially adapted for handling, processing or translating natural language data

G06F 40/00

Image data processing

G06T

Arrangements for image or video recognition or understanding

G06V 10/00

Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition

G06V 30/00

Recognition of biometric, human-related or animal-related patterns in image or video data

G06V 40/00

Individual entry or exit registers

G07C 9/00

Arrangements for influencing the relationship between signals at input and output, e.g. differentiating, delaying

G08C 13/00

Teaching speaking

G09B 19/04

Teaching or communicating with the blind, deaf or mute

G09B 21/00

Electronic musical instruments

G10H

Sound producing devices other than musical instruments or loudspeakers

G10K

Methods or devices for protecting against, or for damping, noise or other acoustic waves

G10K 11/16

Signal processing for recording

G11B 20/00

Error detection or correction in digital recording or reproducing; Testing involved in digital recording or reproducing

G11B 20/18

Editing; Indexing; Addressing; Timing or synchronising; Monitoring

G11B 27/00

Electronic circuits for sound generation

H03B

Amplifiers

H03F

Amplifiers using amplifying element consisting of two mechanically- or acoustically-coupled transducers, e.g. telephone-microphone amplifier

H03F 13/00

Gain control in amplifiers or frequency changers

H03G 3/00

Electronic filters

H03H

Coding, decoding or code conversion, error protection in general

H03M

Transmission

H04B

Means associated with receiver for limiting or suppressing noise or interference

H04B 1/10

Details of transmission systems, not characterised by the medium used for transmission, for reducing bandwidth of signals

H04B 1/66

Transmission systems employing ultrasonic, sonic or infrasonic waves

H04B 11/00

Transmission systems not characterised by the medium used for transmission characterised by the use of pulse modulation

H04B 14/02

Broadcast distribution systems

H04H

Time-division multiplex systems in which the transmission channel allotted to a first user may be taken away and re-allotted to a second user if the first user becomes inactive

H04J 3/17

Secret communication

H04K 1/00

Transmission of digital information, e.g. telegraphic communication

H04L

Telephonic communication

H04M

Arrangements of transmitters, receivers or complete sets to prevent eavesdropping, to attenuate local noise or to prevent undesired transmission; Special mouthpieces or receivers therefor

H04M 1/19

Arrangements for preventing acoustic feedback in telephonic communication

H04M 1/20

Devices for calling a subscriber whereby a plurality of signals may be stored simultaneously

H04M 1/27

Substation equipment, e.g. for use by subscribers including speech amplifiers

H04M 1/60

Automatic arrangements for answering calls

H04M 1/64

Interactive information services, e.g. directory enquiries

H04M 3/493

Simultaneous speech and telegraphic or other data transmission over the same conductors

H04M 11/06

Systems for transmission of a pulse code modulated video signal with one or more other pulse code modulated signals, e.g. an audio signal, a synchronising signal

H04N 7/52

Switching systems

H04Q

Loudspeakers, microphones, gramophone pick-up or like acoustic electromechanical transducers; Deaf-aid sets; Public address systems

H04R

Stereophonic arrangements

H04R 5/00

Public address systems

H04R 27/00

Stereophonic systems, e.g. spatial sound capture, matrixing of audio signals in the decoded state

H04S

Glossary of terms

In this place, the following terms or expressions are used with the meaning indicated:

speech

definite vocal sounds that form words to express thoughts and ideas.

voice

sounds generated by vocal chords or synthetic versions thereof.

audio signal

of or relating to humanly audible sound, meant to include speech, voice, music, silence or background noise, or any combinations thereof.

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

AAC

Advanced Audio Coding

ACELP

Algebraic Code Excited Linear Prediction

ADPCM

Adaptive Differential Pulse Code Modulation

AMR, AMR-NB

Adaptive Multi-Rate

AMR-WB

Adaptive Multi-Rate Wideband

ANN

Artificial Neural Network

AR

Autoregressive

ASR

Automatic Speech Recognition

BLP

Backward Linear Prediction

BP

Back Propagation

BSAC

Bit Sliced Arithmetic Coding (audio coding from MPEG-4 Part 3)

CELP

Code Excited Linear Prediction

DCT

Discrete Cosine Transform

DFT

Discrete Fourier Transform

DPCM

Differential Pulse Code Modulation

DRM

Digital Rights Management

DTX

Discontinuous Transmission

EVRC, EVRC-B

Enhanced Variable Rate CODEC

FFT

Fast Fourier Transform

FIR

Finite Duration Impulse Response

FLP

Forward Linear Prediction

GMM

Gaussian mixture model

HMM

Hidden Markov model

HVXC

Harmonic Vector eXcitation Coding

IDCT

Inverse Discrete Cosine Transform

IVR

Interactive Voice Response

LMS

Least Mean Square

LPC

Linear Predictive Coding

LSF

Line Spectral Frequencies

LSP

Line Spectral Pairs

LTP

Long Term Prediction

MBE

Multi-Band Excitation

MDCT

Modified Discrete Cosine Transform

MELP

Mixed Excitation Linear Prediction

MLP

Multi-Layer Perceptron

MP3

MPEG1 or MPEG2 audio layer III

MPEG

Motion Picture Experts Group

MPEG 1 audio

Standard ISO/IEC 11172-3

MPEG 2 audio

Standard ISO/IEC 13818-3

MPEG 4 audio

Standard ISO/IEC 14496-3

MPEG 21

Standard ISO/IEC 21000

MSE

Mean Square Error

NB – WB

Narrowband – Wideband

PARCOR

Partial Correlation

PWI

Prototype Waveform Interpolation

RELP

Residual Excited Linear Prediction

SBR

Spectral Band Replication

TDNN

Time Delay Neural Network

TTS

Text-to-Speech

USAC

Unified Speech and Audio Coding

VoIP

Voice over Internet Protocol

VLSR

Very Large Speech Recognition

VQ

Vector Quantization

VSELP

Vector Sum Excited Linear Prediction

V/UV

Voiced/Unvoiced

VXML or VoiceXML

W3C's standard XML format

Speech synthesis; Text to speech systems
Definition statement

This place covers:

  • synthesis of speech from text, concatenation of smaller speech units, grapheme to phoneme conversion;
  • modification of the voice for speech synthesis: gender, age, pitch, prosody, stress.
  • hardware or software implementation details of a speech synthesis system
References
Application-oriented references

Examples of places where the subject matter of this place is covered when specially adapted, used for a particular purpose, or incorporated in a larger system:

Speech synthesis in games

A63F 9/24

Navigation systems for vehicles, guidance using speech synthesis.

G01C 21/3629

Electronic musical instruments

G10H

Sound producing other than musical instruments

G10K

Electric switches with speech feedback

H01H

Speech synthesis in mobile phones

H04M 1/00

Informative references

Attention is drawn to the following places, which may be of interest for search:

Excitation coding of a speech signal

G10L 19/08

Processing or translation of natural language

G06F 40/40

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

HMM

Hidden Markov Model

TTS

Text To Speech

Concept to speech synthesisers; Generation of natural phrases from machine-based concepts (generation of parameters for speech synthesis out of text G10L 13/08)
Definition statement

This place covers:

concepts used for speech synthesis can be linked to an emotion to be conveyed (US2010329505), a communication goal driving a dialogue (US2010241420), image-to-speech (US2010231752), native sounding speech (US2004030554)

References
Limiting references

This place does not cover:

Processing or translation of natural language

G06F 40/40

Speech recognition (G10L 17/00 takes precedence)
Definition statement

This place covers:

  • recognition of text or phonemes from a spoken audio signal;
  • spoken dialog interfaces, human-machine spoken interfaces
  • topic detection in a dialogue, semantic analysis, keyword detection, spoken command and control
  • context dependent speech recognition (location, environment, age, gender, etc.)
  • parameter extraction, acoustic models, word models, grammars, language models for speech recognition
  • recognition of speech in a noisy environment
  • recognition of speech using visual clues
  • feedback of the recognition results, disambiguation of speech recognition results
  • dedicated hardware or software implementations, parallel and distributed processing of speech recognition engines
References
Application-oriented references

Examples of places where the subject matter of this place is covered when specially adapted, used for a particular purpose, or incorporated in a larger system:

Spoken command and control of surgical instruments

A61B 17/00

Speech input in video games

A63F 13/00

Voice control for systems within a vehicle

B60R 16/0373

Speech input for vehicle navigation systems

G01C 21/3608

Sound input arrangements for computers

G06F 3/16

Teaching how to speak

G09B 19/04

Name dialling controlled by voice recognition

H04M 1/271

Speech interaction details in automatic or semi-automatic exchange systems for interactive information services

H04M 3/4936

Informative references

Attention is drawn to the following places, which may be of interest for search:

Information retrieval of audio data

G06F 16/60

Complex mathematical functions

G06F 17/10

Pattern recognition

G06F 18/00

Handling natural language data

G06F 40/00

Image or video recognition or understanding

G06V

Face recognition, lip reading without acoustical input

G06V 40/16

Educational appliances

G09B 5/06

Signal processing for recording

G11B 20/00

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

ANN

Artificial neural network

ASR

Automatic speech recognition

CSR

Continuous speech recognition

GMM

Gaussian mixture model

HMM

Hidden Markov model

IVR

Interactive voice response

MLP

Multi layer perceptron

VLSR

Very large speech recognition

Speaker identification or verification techniques
Definition statement

This place covers:

  • recognition, identification of a speaker
  • verification, authentication of a speaker
  • feature extraction, dialog, prompts, passwords for identification
  • identification in noisy condition
  • multimodal identification including voice
  • impostor detection
References
Informative references

Attention is drawn to the following places, which may be of interest for search:

Information retrieval of audio data

G06F 16/60

Complex mathematical functions

G06F 17/10

Pattern recognition

G06F 18/00

Security arrangements, restricting access by authenticating users, using biometric data

G06F 21/32

Arrangements for image or video recognition or understanding

G06V 10/00

Recognition of biometric, human-related or animal-related patterns in image or video data

G06V 40/00

Individual entry or exit registers, access control with identity check using personal physical data

G07C 9/25

Secret secure communication including means for verifying the identity or authority of a user

H04L 9/32

Glossary of terms

In this place, the following terms or expressions are used with the meaning indicated:

Speaker verification, or authentication

refers to verifying that the user claimed identity is real, he is otherwise an impostor. Speaker recognition, or identification, aims at determining who the user is among a closed (finite number) set of users. He is otherwise unknown.

A goat, sheep

often refers to a person whose voice is easy to counterfeit.

A wolf, predator

often refers to a person who can easily counterfeit someone else's voice or is often identified as someone else.

An impostor

is someone actively trying to counterfeit someone else's identity.

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

ANN

Artificial neural network

ASR

Automatic speech recognition

GMM

Gaussian mixture model

HMM

Hidden Markov model

IVR

Interactive voice response

MLP

Multi layer perceptron

Speech or audio signals analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source filter models or psychoacoustic analysis (in musical instruments G10H)
Definition statement

This place covers:

Techniques for the reduction of data from audio sources, i.e. compression of audio. These techniques are applied to reduce the quantity of information to be stored or transmitted, but are independent of the end-application, medium or transmission channel, i.e. do only exploit the properties of the source signal itself or the final receiver exposed to this signal (the listener).

Mainly two types of sources can be distinguished :

"speech only" encompass signals produced by human speakers, and historically was to be understood as mono-channel, single speaker "telephone quality" speech having a narrow bandwidth limited to max. 4kHz. Encoding of speech only sources primarily aim at reducing the bit-rate while still providing fair intelligibility of the spoken content, but not always fidelity to the original.

"Audio signal" is broader and comprises speech as well as background information, e.g. music source having multiple channels. Encoding of audio deals primarily with transparent, i.e. "high fidelity" reproduction of the original signal.

The compression techniques can also be distinguished as being :

Lossy or Lossless, i.e. whether a perfect reconstruction of the source is possible, or only a perceptually acceptable approximation can be done.

The techniques classified in this subclass are based either on modelling the production of the signal (voice) or the perception of it (general audio).

References
Limiting references

This place does not cover:

Coding of signals within electronic musical instruments

G10H

Informative references

Attention is drawn to the following places, which may be of interest for search:

Complex mathematical functions

G06F 17/10

Signal processing not specific to the method of recording or reproducing

G11B 20/00

Editing; Indexing; Addressing; Timing or synchronizing; Monitoring;

G11B 27/00

Compression

H03M 7/30

Detecting, preventing errors in received information

H04L 1/00

Quality monitoring in automatic, semi automatic exchanges

H04M 3/2236

Quality control of voice transmission between switching centres

H04M 3/2236

Simultaneous speech and data transmission

H04M 11/06

Transmission of audio and video in television systems

H04N 7/52

Stereophonic arrangements

H04R 5/00

Stereophonic systems

H04S

Wireless communication networks

H04W

Glossary of terms

In this place, the following terms or expressions are used with the meaning indicated:

audio signal

is meant to include speech, music, silence or background signal, or any combinations thereof, unless explicitly specified

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

CELP

Code Excited Linear Prediction

CTX

Continuous transmission

DTX

Discontinuous transmission

HVXC

Harmonic Vector eXcitation Coding

LPC

linear prediction coding

MBE

Multiband Excitation

MELP

Mixed Excitation Linear Prediction

MOS

mean opinion score

MPEG

Moving Picture Experts Group

MPEG1 audio

Standard ISO/IEC 11172-3

MPEG2 audio

Standard ISO/IEC 13818-3

MPEG4 audio

Standard ISO/IEC 14496-3

MP3

MPEG 1 Layer III

PCM

pulse code modulation

PWI

Prototype Waveform Interpolation

SBR

Spectral Band Replication

In patent documents, the following words/expressions are often used as synonyms:

  • " perceptual" and "psychoacoustic"
Variable rate codecs, e.g. for generating different qualities using a scalable representation such as hierarchical encoding or layered encoding
Definition statement

This place covers:

Coding of a signal with rate adaptation, e.g. adapted to voiced speech, unvoiced speech, transitions and noise/silence portions.

Coding of a signal with a core encoder providing a minimum level of quality, and extension layers to improve the quality but requiring a higher bitrate. It includes parameter based bandwidth extension (i.e. SBR) or channel extension.

This group is in opposition to G10L 21/038 in which the bandwidth extension is artificial, i.e. based on the only narrowband encoded signal.

References
Informative references

Attention is drawn to the following places, which may be of interest for search:

Artificial bandwidth extension, i.e. based on the only narrowband encoded signal

G10L 21/038

Spatial sound recording

H04R 5/00

Spatial sound reproduction

H04S

Speech or voice signal processing techniques to produce another audible or non-audible signal, e.g. visual or tactile, in order to modify its quality or its intelligibility (G10L 19/00 takes precedence)
Definition statement

This place covers:

The subgroup deals with speech or voice modification applications, but receives also applications for speech or voice analysis techniques specially adapted to analyse or modify audio signals not necessarily including speech or voice but which are not music signals (G10H).

  • Speech or voice modification applications, but receives also applications for speech or voice analysis techniques specially adapted to analyse or modify audio signals, where the audio signals do not necessarily include speech or voice but which are not music signals (G10H).
  • Bandwidth extension of an audio signal.
  • Improvement of the intelligibility of a coded speech signal.
  • Removal of noise from an audio signal.
  • Removal of echo from an audio signal.
  • Separation of audio sources.
  • Pitch, speed modification of an audio signal.
  • Voice morphing.
  • Visualisation of audio signals (e.g. sonograms).
  • Lips or face movement synchronisation with speech (e.g. phonemes - visemes alignment).
  • Face animation synchronisation with the emotion contained in the voice or speech signal.
References
Limiting references

This place does not cover:

Speech or audio signal analysis-synthesis techniques for redundancy reduction, e.g. in vocoders; Coding or decoding of speech or audio signals, using source-filter models or psychoacoustic analysis

G10L 19/00

References out of a residual place

Examples of places in relation to which this place is residual:

Electronic musical instruments

G10H

Loudspekers, microphones, gramophone pick-up or like acoustic electromechanical transducers; deaf-aid sets; public address systems

H04R

Stereophonic systems

H04S

Informative references

Attention is drawn to the following places, which may be of interest for search:

Direction finder

G01S 3/00

Complex mathematical functions

G06F 17/10

3D Animation

G06T 13/20

Animation based on audio data, talking heads

G06T 13/205

Signal processing not specific to the method of recording or reproducing

G11B 20/00

Signal processing not specific to the method of recording or reproducing, for reducing noise

G11B 20/24

Editing; Indexing; Addressing; Timing or synchronizing; Monitoring

G11B 27/00

Gain control in amplifiers where the control is dependent upon ambient noise level or sound level

H03G 3/32

Reducing echo effect or singing in line transmissions systems

H04B 3/20

Transmission systems not characterised by the medium used for transmission using pulse code modulation, e.g. for reducing noise or bandwidth

H04B 14/04

Reducing noise or bandwidth in transmission systems not characterised by the medium used for transmission

H04B 14/046

Echo suppression in hand-free telephones

H04M 9/08

Hearing aids

H04R 25/00

Public address systems

H04R 27/00

Glossary of terms

In this place, the following terms or expressions are used with the meaning indicated:

viseme

a visual representation of the mouth, lips, tongue and teeth corresponding to a phoneme.

Synonyms and Keywords

In patent documents, the following abbreviations are often used:

BSS

Blind source separation

LDA

Linear discriminant analysis

NB

Narrowband

PCA

Principal component analysis

SBR

Spectral Band Replication

WB

Wideband

for synchronising with other signals, e.g. video signals
Definition statement

This place covers:

Visemes are selected to match with the corresponding speech segment, or the speech segments are adapted/chosen, to match with the viseme. This symbol also encompasses the coarticulation effects as used in facial character animation or talking heads.

References
Informative references

Attention is drawn to the following places, which may be of interest for search:

Facial character animation per se

G06T 13/205

using band spreading techniques
Definition statement

This place covers:

Bandwidth extension taking place at the receiving side, e.g. generation of artificial low or high frequency components, regeneration of spectral holes, based on the only narrowband encoded signal. This is in opposition with G10L 19/24 wherein parameters are computed during the encoding step to enable bandwidth extension at the decoding step.

References
Informative references

Attention is drawn to the following places, which may be of interest for search:

Parameter based bandwidth extension (e.g. SBR)

G10L 19/24

Speech or voice analysis techniques not restricted to a single one of groups G10L 15/00 - G10L 21/00 (muting semiconductor-based amplifiers when some special characteristics of a signal are sensed by a speech detector, e.g. sensing when no signal is present, H03G 3/34)
Definition statement

This place covers:

  • Processing of speech or voice signals in general, in particular detection of a speech signal, end points detection in noise, extraction of pitch, measure of the voicing, emotional state, voice pathology or other speech or voice related parameters.
  • Extracted parameters, e.g. techniques for evaluating correlation coefficients, zero crossing, prediction coefficients or formant information.
  • Analysis technique, e.g. neural network, fuzzy, chaos, genetic algorithm or coding technique.
  • Analysis window (window function).
  • Specially adapted for particular use, e.g. for comparison and discrimination, evaluating synthetic and decoded voice signals, for transmitting result of analysis.
  • Speech or voice analysis techniques specially adapted to analyse audio signals, where the analysed audio signals do not necessarily include speech or voice, such as audio scene segmentation, jingle detection, separation from music or noise or detection of particular sounds.
  • Modeling vocal tract parameters.
  • Detection of presence or absence of speech signals.
  • Pitch determination of speech signals.
  • Discriminating between voiced and unvoiced parts of speech signals.
References
Limiting references

This place does not cover:

Muting semiconductor-based amplifiers when some special characteristics of a signal are sensed by a speech detector, e.g. sensing when no signal is present

H03G 3/34

Informative references

Attention is drawn to the following places, which may be of interest for search:

Comfort noise

G10L 19/012

Karaoke or singing voice processing, parameter extraction for musical signal categorisation, electronic musical instruments

G10H

Gain or frequency control

H03G 3/342

DTX communication

H04J 3/175

Switching of direction of transmission by voice frequency in two-way loud-speaking telephone systems

H04M 9/10

Multiplex systems

H04Q 1/30

Glossary of terms

In this place, the following terms or expressions are used with the meaning indicated:

audio signal

of or relating to humanly audible sound, e.g. it comprises any combination of background noise or silence, voice or speech, music