signal & image processing 1 thales communications france this document is the property of thales...
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SIGNAL & IMAGE PROCESSING 1
THALES COMMUNICATIONS FRANCE
Thi
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Com
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SPEECH & IMAGE PROCESSING(TSI/LMM - Laboratoire MultiMédia)
SPEECH & IMAGE PROCESSING(TSI/LMM - Laboratoire MultiMédia)
Contacts :
Frédéric Chartier Tél : +33 1 46 13 31 05Gwénaël Guilmin Tél : +33 1 46 13 28 35
Fax : +33 1 46 13 25 55
email : [email protected] [email protected]
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SIGNAL & IMAGE PROCESSING 2
THALES COMMUNICATIONS FRANCE
Thi
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Com
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Propose Technical strategy, research innovation and advanced studies
Perform advanced and feasibility studies, demonstrators and SP modules in Thales Com. products
Maximise Efficiency/synergy within Thales Com.for SP R&D Maintain close links with French administration, SMEs, University
laboratories and European research actors Provide expertise and support for Thales Com. units in its field
Hire and Train young engineers in SP domain Disseminate new technologies and best practices within Thales Com.
Represent Thales Com. within Thales Common Efficiency Teams
Missions
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SIGNAL & IMAGE PROCESSING 3
THALES COMMUNICATIONS FRANCE
Thi
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Technical and Technological Challenges
High Data Rate Radio modem
SIP framework
Wireless Telecom
Electronic Warfare
Civilian Technologies
Antenna Processing
DSP use
generalised
Multimedia
and Internet
Signal & ImageProcessingEvolutions
Software Radio
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SIGNAL & IMAGE PROCESSING 4
THALES COMMUNICATIONS FRANCE
Thi
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Com
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Team
Multimedia : 11 engineers (4 experts)
Radiocommunications : 16 engineers (5 experts)
Sensor Processing : 26 engineers (5 experts)
Software Development : 16 engineers (2 experts)
2 technicians, 1 secretary, 8 thesis students
80perso
ns
Active participation to CNRS SP working groupmemberships in IEEE, SEE and EURASIP6 patents and 15 publications per year on average
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SIGNAL & IMAGE PROCESSING 5
THALES COMMUNICATIONS FRANCE
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Domains of expertiseLow and very low rate speech compressionWatermarkingJPEG 2000 & Video Codec
Antenna diversity & Jammer-interference rejectionHigh resolution direction findingArray optimisation on perturbing platformsSmart antennas and SDMA
Detection, numbering (energy, cyclic, high order stats., ...)Recognition/identification of modulation and coding schemes Blind demodulation and equalisation Localisation
Multimedia
AntennaProcessing
SignalAnalysis
Software radio Digital exciters and receivers, amplifier linearisation
Modem
VLF, HF, VUHF and satellite modemsSingle and multi-carrier modulationsSpread spectrum and CDMASource and channel coding optimisationSpectral efficiency optimisation
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SIGNAL & IMAGE PROCESSING 6
THALES COMMUNICATIONS FRANCE
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Speech processing
Compression
Low and very low bit rate compression research and development activity
LPC : 800 and 2400 bit/s
HSX : 1200, 2400 and 3200 bit/s
CELP 4.8 kbit/s and TETRA (4567 bit/s)
VLBR : 200 to 400 bit/s (combining recognition and synthesis)
Wide Band Low Bite rate speech Coder : 3200 bit/s
Knowledge/Implementation of higher bit rate coders, but no research activity
Vocal Activity Detector, echo cancellation.
Noise reduction : passive pre-processing or processing included in vocoder
System optimisation of channel and source coding
Best adaptation to service and system/propagation environment
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SIGNAL & IMAGE PROCESSING 7
THALES COMMUNICATIONS FRANCE
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Speech processing
1k 2k 4k 8k 16k 32k 64k
MOS
1
2
3
4
5 G711(72)
G726(88)
ST4209(83)
G 728(92)
FS 1016(90)
G 729(96)
ST 4479(93)
ST 4198(87)
ST 4591(02)
LPC 10(83)
GSM(87)
ST 4591(02)
G 723-1(96)
WBLBR
VLBRHSX
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SIGNAL & IMAGE PROCESSING 8
THALES COMMUNICATIONS FRANCE
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Speech processing
1
2
3
4
5
1980 1990 2000
IndicativeQuality
G.711(64 kb/s) G.721
(32 kb/s) G.729(8 kb/s)
G.728(16 kb/s)
LPC 10(2,4 kb/s)
HSX(2,4 kb/s)
Consumer quality
Minimum qual. for high cost application
Minimum qual. For low cost application
1970
G.723(5.3 kb/s)
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SIGNAL & IMAGE PROCESSING 9
THALES COMMUNICATIONS FRANCE
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THC Major achievements
Standards
THC coders chosen for STANAG 4479 (800 bit/s) in 1994
ETSI TETRA (4567 bit/s) for PMR (licence to Motorola, Nokia, Philips/Simoco,..)
Present participation at NATO for new low bit rate coder STANAG 4591 (1200 and 2400 bit/s, associated noise reduction)
Products
LPC10e implementation within Spartacus, Syracuse, HF processor
Vocoder ASIC for the PR4G (LPC 800, LPC10e 2400, ACELP 4800)
Vocoders (SW) for the PR4G/VS4 (LPC 800, LPC10e 2400, ACELP 4800)
HSX in Sawari, Synthesis in a consumer pager (Info-realité) and analysis in PC, OKI (Asic), Leo (Singapore).
Tetra coders in base-station for ISR
G723.1 and G726 in ATM switch
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SIGNAL & IMAGE PROCESSING 10
THALES COMMUNICATIONS FRANCE
Thi
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Com
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Existing vocoders at THC
Vocoder
STANAG 4479, 800 b/s
STANAG 4198, 2400 b/s LPC
HSX 2400 b/s
HSX 1200 b/s
ACELP, 4800 b/s
TETRA, 4567 b/s
ITU G723-1, 6.4/5.3 kb/s
ITU G726, 16,24,32,40 kb/s
ITU G728, LD CELP 16kb/s
ITU G729, CS ACELP 8kb/s
GSM
STANAG 4591 (2400/1200 b/s)
Simulation
For/C/FixC
For/C/FixC
C/FixC
C/FixC
For/C/FixC
FixC
C/FixC
C
C/FixC
FixC
C
C/FixC
C25C50
x
x
x
x
ASIC
x
x
x
C30C40
x
Product
PR4G, PHF, Sawari,info Tel
PR4G, PHF,Spartacus, Syr. II
Aztec, Sawari, OKI
InfoTelecom, OKI
PR4G, PHF, Spartacus
Rameau, ISR
ATM switch
ATM switch
ATM switch
C62
x
x
x
TRPC
x
x
x
x
x
x
x
x
x
C54x
x(*)
x(*)
x
xS
x(*)
x
sharc
x
x
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SIGNAL & IMAGE PROCESSING 11
THALES COMMUNICATIONS FRANCE
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Cooperations
Sherbrooke University (Canada) ACELP specialists
University of Rennes (noise reduction) hand-free telephone
ENST Paris & ESIEE Very Low Bit Rate Speech Coding (combining recognition and
synthesis). Wide Band Low Bite rate speech Coder.
Fraunhofer institute MPEG II layer 3, MPEG 4 audio coders
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SIGNAL & IMAGE PROCESSING 12
THALES COMMUNICATIONS FRANCE
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VLBR speech Codec
Thanks to the developed speech encoding solution, the system will be used on Very-Low-Bit-Rate channel, lower than 400 bits/s.
This technology could be also used to: speech recognition, speaker/language identification,
VLBR speech Codec
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SIGNAL & IMAGE PROCESSING 13
THALES COMMUNICATIONS FRANCE
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VLBR speech Codec
Very Low Bit Rate speech coding by indexing natural speech units of variable size
Solution based on a new concept making use of various speech processing technologies Temporal Decomposition (TD) for robust segmentation of
speech HMM modelling for determination of speech units Harmonic/Stochastic modelling for speech re-synthesis by
concatenating identified speech units Jan Cernocky, PhD Thesis (Orsay) 1998
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SIGNAL & IMAGE PROCESSING 14
THALES COMMUNICATIONS FRANCE
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VLBR speech CodecVLBR Encoder
…
Spectral Analysis
Prosody Analysis
HMM-based
Recognition Determination of optimal synthesis
units (DTW)
Codebook HMM models
HMM index Index of synthesis unitPitch and Energy Profiles
Prosody Encoding
Input speech signal
Codebook
synthesis units
CODER
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SIGNAL & IMAGE PROCESSING 15
THALES COMMUNICATIONS FRANCE
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VLBR speech Codec
HNM Synthesis
Extraction of synthesis units
HMM index
Index of synthesis unitPitch and Energy Profiles
Prosody Decoding
Codebook
synthesis units
Output synthesised speech signal
DECODER
VLBR Decoder
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SIGNAL & IMAGE PROCESSING 16
THALES COMMUNICATIONS FRANCE
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WLBR speech Codec
WLBR speech Codec algorithms
Parametric Wide Band speech coder (from 50Hz to 7000Hz).
Bit-rate: below 4 kbits (3200 bit/s & 3600 bit/s) Wide Band speech pre-processing
– Noise Reduction, spectral compression, temporal speed modification
Voice activity detection.
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SIGNAL & IMAGE PROCESSING 17
THALES COMMUNICATIONS FRANCE
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WLBR speech Codec
Intérêt pour applications professionnelles: offrir un plus produit (il n’existe pas encore de codeur de ce
type actuellement), la cible visée étant très intéressée par ce genre d ’amélioration.
Le débit reste compatible des réseaux HF/VUHF « Simple » évolution du codeur HSX (implémentation
maîtrisée, C fixe disponible) Intérêt pour applications civiles:
La seule norme civile existante en WB (AMR WB) offre un débit supérieur à 10 kbit/s. Les utilisateurs vont demander de plus en plus une qualité WB.
Notre offre produit: codeur propriétaire WB à très bas débit, marché potentiel: portail web, enregistreur Numérique, PDA, radio numérique.
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SIGNAL & IMAGE PROCESSING 18
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WLBR speech Codec
Codage large bande (0-7kHz) Amélioration de la qualité perçue Aide à la discrimination des fricatives Rehaussement de l’intelligibilité
Extension pleine bande (full band)
Modèle paramétrique sur toute la bande (AR ordre 16)
Choix algorithmiques Longueur de trame : 360 éch.
Voisement sur 0-4kHz
4 fréquences de coupure
Bande haute non voisée
0 7kHzfc
Ordre 16