EP1288914B1 - Method for the correction of measured speech quality values - Google Patents
Method for the correction of measured speech quality values Download PDFInfo
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- EP1288914B1 EP1288914B1 EP02012790A EP02012790A EP1288914B1 EP 1288914 B1 EP1288914 B1 EP 1288914B1 EP 02012790 A EP02012790 A EP 02012790A EP 02012790 A EP02012790 A EP 02012790A EP 1288914 B1 EP1288914 B1 EP 1288914B1
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- EP
- European Patent Office
- Prior art keywords
- speech
- speech quality
- value
- correction
- quality
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
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Classifications
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- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L25/00—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00
- G10L25/48—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use
- G10L25/69—Speech or voice analysis techniques not restricted to a single one of groups G10L15/00 - G10L21/00 specially adapted for particular use for evaluating synthetic or decoded voice signals
-
- G—PHYSICS
- G10—MUSICAL INSTRUMENTS; ACOUSTICS
- G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
- G10L21/00—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
- G10L21/02—Speech enhancement, e.g. noise reduction or echo cancellation
- G10L21/0208—Noise filtering
- G10L21/0216—Noise filtering characterised by the method used for estimating noise
- G10L2021/02168—Noise filtering characterised by the method used for estimating noise the estimation exclusively taking place during speech pauses
Definitions
- the invention relates to instrumental methods for measuring the speech quality of recorded or transmitted speech signals. It is based on voice quality metrics assumed that e.g. with the ITU-T standard P.862 ("Perceptual Evaluation of Speech Quality (PESQ), an Objective Method for end-to-end Speech Quality Assessment of Narrow-band Telephone Networks and Speech Codecs ", ITU-T, Geneva, 2001) become.
- P.862 Perceptual Evaluation of Speech Quality (PESQ), an Objective Method for end-to-end Speech Quality Assessment of Narrow-band Telephone Networks and Speech Codecs
- the perceived speech quality z. B. in telephone or broadcasting is mainly caused by speech-simultaneous disturbances, ie disturbances during the Voice activity, determined. But also noises in speech pauses go into that Quality judgment, especially with high quality voice reproduction quality.
- Speech quality determinations of speech signals are usually auditory ("subjective") investigations carried out with test subjects.
- the goal of instrumental ("objective") speech quality assessment procedures are out Properties of the speech signal to be evaluated by means of suitable calculation methods To determine characteristic values that determine the speech quality of the speech signal to be evaluated describe without having to resort to judgments from test subjects.
- Known methods for instrumental determination of speech quality determine the voice quality based on a comparison between undisturbed reference speech signal (source speech signal) and the to be evaluated and possibly disturbed signal.
- Such measuring methods are used in so-called sample connection systems, in where a known reference speech signal (source speech signal) is input to the source and z. B. transmitted over a telephone connection and recorded on the sink. After Recording of the speech signal is the calculation of a speech quality value.
- source speech signal source speech signal
- Instrumental methods for speech quality determination are usually limited to the Evaluation of sections with voice activity.
- the current ITU-T standard P.862 is also restricted to sections when determining the speech quality active language. Especially with high quality speech and sounds, the occur exclusively in speech pauses, provide these methods (eg ITU-T Rec. P.862) unreliable quality values.
- the voice quality is here too evaluated optimistically, since the perceived by a listener voice quality on the whole signal including possible noises in the speech pauses relates.
- Some instrumental methods for speech quality determination such. B. the method according to ITU-T Rec. P.862, take into account the calculation of the speech quality values Noises in the speech pauses not. The resulting readings are thereby especially at high quality playback in voice activity but occurring noises in speech breaks, unreliable. With the present method, the background noise be taken into account in the speech pauses in determining the speech quality values.
- the solution of the problem as defined in claim 1 assumes that the background noise in the Speech pauses regarding their disturbing influence on the perceived speech quality be rated. For this purpose, intensity characteristic values of the background noise are determined and with these values, the speech quality measurements made by an instrumental Method, for. B. ITU-T Rec. P.862, were corrected corrected.
- the voice quality value is obtained by using the source voice signal and the evaluating disturbed speech signal, z.
- the method of ITU-T Rec. P.962 calculated.
- These speech signals are also available to the subsequent correction process Input parameters available.
- the correction method described here requires nor the calculated speech quality value, the z. B. with the method according to ITU-T Rec. P.862 was calculated.
- one or more intensity characteristics are obtained of the noise in speech pauses.
- This can be z.
- the average loudness according to ISO 532 of the background noise in speech pauses A very efficient process for this is described in the patent application DE 101 20 168.
- other intensity characteristics e.g. Sharpness, impulsiveness, fluctuation strength
- Sharpness, impulsiveness, fluctuation strength can be included in the correction value. It It is assumed that increasing intensity characteristics of one as well Increasing noise caused by the noise in speech breaks and thus too lead to a greater reduction in perceived speech quality.
- the voice quality is rated too high by the speech quality measurement methods described with good speech reproduction quality and simultaneous noises in the speech pauses.
- One or more background noise intensity values in speech pauses are used to correct the measured speech quality value. Assuming that the measured speech quality score is on a scale from 1 (low quality) to 5 (very good quality) according to ITU-T Recommendation P.800 ("Methods for objective and subjective assessment of quality", ITU-T, Geneva 1996 ), all values above a certain speech quality threshold (eg, in the method of ITU-T Rec. P.862 above 3.0) are reduced when background noise occurs in speech pauses.
- This reduction is dependent on the intensity characteristics of the background noise, the proportion of speech pauses in the total signal PA and the speech quality value Y.
- a general description of this correction is for all speech quality values Y above a speech quality threshold YS in which only one intensity score (here N) is taken into account. This can be z.
- the function a (N) represents a unique and increasing weighting function of the intensity parameter N.
- the corrected speech quality value is always less than or equal to the uncorrected value.
- the correction is small if the intensity of the noise is low ( N is small), there are few speech pauses ( PA small) or the speech quality value is close to the speech quality threshold ( Y-YS small). More correct is when strong pauses sound with otherwise high voice quality Y occur.
- the intensity characteristics are weighted with the weighting functions a (N), b (M) and c (O), respectively. Since an increasing disturbance with increasing values is assumed, here also clear and increasing weighting functions are to be set.
- the exemplary embodiment presented here shows, by way of example, a correction of the speech quality values determined using the method according to ITU-T Rec. P.862 "PESQ" (as of 2001).
- This method provides a speech quality value by comparing an undisturbed source speech signal with the disturbed speech signal to be evaluated. These two speech signals are used to determine the average loudness of the background noise according to patent application DE 101 20 168.
- the thus calculated value N in sone is used to correct the quality value calculated by the method according to ITU-T Rec. P.862 "PESQ" (state 2001) used.
- the value of the threshold excess YD is determined, ie by what proportion the measured speech quality Y exceeds the speech quality threshold YS .
Abstract
Description
Die Erfindung bezieht sich auf instrumentelle Verfahren zur Messung der Sprachqualität von aufgezeichneten oder übertragenen Sprachsignalen. Dabei wird von Sprachqualitätsmesswerten ausgegangen, die z.B. mit dem ITU-T Standard P.862 ("Perceptual Evaluation of Speech Quality (PESQ), an Objective Method for end-to-end Speech Quality Assessment of Narrow-band Telephone Networks and Speech Codecs", ITU-T, Genf, 2001) bestimmt werden.The invention relates to instrumental methods for measuring the speech quality of recorded or transmitted speech signals. It is based on voice quality metrics assumed that e.g. with the ITU-T standard P.862 ("Perceptual Evaluation of Speech Quality (PESQ), an Objective Method for end-to-end Speech Quality Assessment of Narrow-band Telephone Networks and Speech Codecs ", ITU-T, Geneva, 2001) become.
Die empfundene Sprachqualität z. B. bei Telefonverbindungen oder Rundfunkübertragungen wird hauptsächlich von sprachsimultanen Störungen, also Störungen während der Sprachaktivität, bestimmt. Aber auch Geräusche in Sprachpausen gehen in das Qualitätsurteil ein, das insbesondere bei hochqualitativer Sprachwiedergabequalität.The perceived speech quality z. B. in telephone or broadcasting is mainly caused by speech-simultaneous disturbances, ie disturbances during the Voice activity, determined. But also noises in speech pauses go into that Quality judgment, especially with high quality voice reproduction quality.
Sprachqualitätsbestimmungen von Sprachsignalen werden in der Regel mittels auditiver ("subjektiver") Untersuchungen mit Versuchspersonen vorgenommen. Das Ziel von instrumentellen ("objektiven") Verfahren zur Sprachqualitätsbestimmung ist es dagegen, aus Eigenschaften des zu bewertenden Sprachsignals mittels geeigneter Rechenverfahren Kennwerte zu ermitteln, die die Sprachqualität des zu bewertenden Sprachsignals beschreiben ohne auf Urteile von Versuchspersonen zurückgreifen zu müssen.Speech quality determinations of speech signals are usually auditory ("subjective") investigations carried out with test subjects. The goal of instrumental ("objective") speech quality assessment procedures, however, are out Properties of the speech signal to be evaluated by means of suitable calculation methods To determine characteristic values that determine the speech quality of the speech signal to be evaluated describe without having to resort to judgments from test subjects.
Bekannte Verfahren zur instrumentellen Bestimmung der Sprachqualität (z. B. ITU-T Rec. P.862 "PESQ") bestimmen die Sprachqualität anhand eines Vergleichs zwischen ungestörtem Referenzsprachsignal (Quellsprachsignal) und dem zu bewertenden und möglicherweise gestörten Signal.Known methods for instrumental determination of speech quality (eg ITU-T Rec. P.862 "PESQ") determine the voice quality based on a comparison between undisturbed reference speech signal (source speech signal) and the to be evaluated and possibly disturbed signal.
Solche Messverfahren werden in sogenannten Probeverbindungssystemen eingesetzt, bei denen ein bekanntes Referenzsprachsignal (Quellsprachsignal) an der Quelle eingespeist und z. B. über eine Telefonverbindung übertragen und an der Senke aufgezeichnet wird. Nach der Aufzeichnung des Sprachsignals erfolgt die Berechnung eines Sprachqualitätswertes.Such measuring methods are used in so-called sample connection systems, in where a known reference speech signal (source speech signal) is input to the source and z. B. transmitted over a telephone connection and recorded on the sink. After Recording of the speech signal is the calculation of a speech quality value.
Instrumentelle Verfahren zur Sprachqualitätsbestimmung beschränken sich meist auf die Auswertung von Abschnitten mit Sprachaktivität. Der aktuelle ITU-T Standard P.862 beschränkt sich bei der Bestimmung der Sprachqualität ebenfalls nur auf Abschnitte mit aktiver Sprache. Insbesondere bei hochqualitativer Sprachwiedergabe und Geräuschen, die ausschließlich in Sprachpausen auftreten, liefern diese Verfahren (z. B. Messverfahren nach ITU-T Rec. P.862) unzuverlässige Qualitätswerte. Die Sprachqualität wird hier zu optimistisch bewertet, da die von einem Zuhörer empfundene Sprachqualität sich auf das gesamte Signal einschließlich möglicher Geräusche in den Sprachpausen bezieht.Instrumental methods for speech quality determination are usually limited to the Evaluation of sections with voice activity. The current ITU-T standard P.862 is also restricted to sections when determining the speech quality active language. Especially with high quality speech and sounds, the occur exclusively in speech pauses, provide these methods (eg ITU-T Rec. P.862) unreliable quality values. The voice quality is here too evaluated optimistically, since the perceived by a listener voice quality on the whole signal including possible noises in the speech pauses relates.
Einige instrumentelle Verfahren zur Sprachqualitätsbestimmung, wie z. B. das Verfahren nach ITU-T Rec. P.862, berücksichtigen bei der Berechnung der Sprachqualitätswerte die Geräusche in den Sprachpausen nicht. Die sich ergebenden Messwerte sind dadurch, insbesondere bei hoher Wiedergabequalität bei Sprachaktivität aber auftretenden Geräuschen in Sprachpausen, unzuverlässig. Mit dem vorliegenden Verfahren sollen die Hintergeräusche in den Sprachpausen bei der Bestimmung der Sprachqualitätswerte berücksichtigt werden.Some instrumental methods for speech quality determination, such. B. the method according to ITU-T Rec. P.862, take into account the calculation of the speech quality values Noises in the speech pauses not. The resulting readings are thereby especially at high quality playback in voice activity but occurring noises in speech breaks, unreliable. With the present method, the background noise be taken into account in the speech pauses in determining the speech quality values.
Die Lösung der Aufgabe, wie im Anspruch 1 definiert, geht davon aus, dass die Hintergrundgeräusche in den Sprachpausen hinsichtlich ihres störenden Einflusses auf die empfundene Sprachqualität bewertet werden. Dazu werden Intensitätskennwerte des Hintergrundgeräusches ermittelt und mit diesen Werten die Sprachqualitätsmesswerte, die durch ein instrumentales Verfahren, z. B. nach ITU-T Rec. P.862, gewonnenen wurden, korrigiert.The solution of the problem as defined in claim 1 assumes that the background noise in the Speech pauses regarding their disturbing influence on the perceived speech quality be rated. For this purpose, intensity characteristic values of the background noise are determined and with these values, the speech quality measurements made by an instrumental Method, for. B. ITU-T Rec. P.862, were corrected corrected.
Zunächst wird der Sprachqualitätswert unter Benutzung des Quellsprachsignals und des zu bewertenden gestörten Sprachsignals, z. B. mit dem Verfahren nach ITU-T Rec. P.962, berechnet. Diese Sprachsignale stehen dem anschließenden Korrekturverfahren ebenfalls als Eingangsparameter zur Verfügung. Zusätzlich benötigt das hier beschriebene Korrekturverfahren noch den berechneten Sprachqualitätswert, der z. B. mit dem Verfahren nach ITU-T Rec. P.862 berechnet wurde.First, the voice quality value is obtained by using the source voice signal and the evaluating disturbed speech signal, z. By the method of ITU-T Rec. P.962, calculated. These speech signals are also available to the subsequent correction process Input parameters available. In addition, the correction method described here requires nor the calculated speech quality value, the z. B. with the method according to ITU-T Rec. P.862 was calculated.
Ausgehend von den beiden Sprachsignalen werden ein oder mehrere Intensitätskennwerte des Geräuschs in Sprachpausen berechnet. Dies kann z. B. die mittlere Lautheit nach ISO 532 der Hintergrundgeräusche in Sprachpausen sein. Ein sehr effizientes Verfahren dafür ist in der Patentanmeldung DE 101 20 168 beschrieben. Auch andere Intensitätskennwerte (z.B. Schärfe, Impulshaftigkeit, Schwankungsstärke) können in den Korrekturwert einfließen. Es wird davon ausgegangen, dass zunehmende Intensitätskennwerte von einer ebenfalls zunehmenden Störung durch das Geräusch in Sprachpausen verursacht werden und damit zu einer stärkeren Verminderung der empfundenen Sprachqualität führen.Starting from the two speech signals, one or more intensity characteristics are obtained of the noise in speech pauses. This can be z. For example, the average loudness according to ISO 532 of the background noise in speech pauses. A very efficient process for this is described in the patent application DE 101 20 168. Also other intensity characteristics (e.g. Sharpness, impulsiveness, fluctuation strength) can be included in the correction value. It It is assumed that increasing intensity characteristics of one as well Increasing noise caused by the noise in speech breaks and thus too lead to a greater reduction in perceived speech quality.
Die Sprachqualität wird bei guter Sprachwiedergabequalität und gleichzeitigen Geräuschen
in den Sprachpausen von den beschriebenen Sprachqualitätsmessverfahren zu hoch bewertet.
Ein oder mehrere Intensitätswerte des Hintergrundgeräusches in Sprachpausen werden dazu
benutzt, den gemessenen Sprachqualitätswert zu korrigieren. Ausgehend davon, dass der
gemessene Sprachqualitätswert auf einer Skala von 1 (niedrige Qualität) bis 5 (sehr gute
Qualität) entsprechend der ITU-T Recommendation P.800 ("Methods for objective and
subjective assessment of quality", ITU-T, Genf 1996), abgebildet wird, werden alle Werte
oberhalb eines bestimmten Sprachqualitätsschwellwertes (z. B. bei dem Verfahren nach ITU-T
Rec. P.862 oberhalb von 3,0) bei Auftreten von Hintergrundgeräuschen in Sprachpausen
reduziert. Diese Reduktion ist von den Intensitätskennwerten des Hintergrundgeräusches,
dem Anteil der Sprachpausen im Gesamtsignal PA und dem Sprachqualitätswert Y abhängig.
Eine allgemeine Beschreibung dieser Korrektur ist für alle Sprachqualitätswerte Y oberhalb
eines Sprachqualitätsschwellenwertes YS, bei der nur ein Intensitätskennwert (hier N)
berücksichtigt wird. Dies kann z. B. die mittlere Lautheit des Hintergrundgeräusches in
Sprachpausen sein:
Die Funktion a(N) stellt eine eindeutige und steigende Wichtungsfunktion des
Intensitätskennwertes N dar. Der korrigierte Sprachqualitätswert ist stets kleiner oder gleich
dem unkorrigierten Wert. Die Korrektur fällt gering aus, wenn die Intensität des Geräusches
gering ist (N ist klein), nur wenig Sprachpausen auftreten (PA klein) oder sich der
Sprachqualitätswert in der Nähe des Sprachqualitätsschwellwertes befindet (Y- YS klein).
Stärker wird korrigiert, wenn starke Pausengeräusche bei ansonsten hoher Sprachqualität Y
auftreten. In Analogie dazu, kann die Korrektur der Sprachqualitätswerte auch mit
Berücksichtigung mehrerer Intensitätskennwerte (hier als Beispiel N, M und O) erfolgen:
Die Intensitätskennwerte werden mit den Wichtungsfunktionen a(N), b(M) bzw. c(O) gewichtet. Da von einer zunehmenden Störung bei steigenden Werten ausgegangen wird, sind hier auch eindeutige und steigende Wichtungsfunktionen anzusetzen.The intensity characteristics are weighted with the weighting functions a (N), b (M) and c (O), respectively. Since an increasing disturbance with increasing values is assumed, here also clear and increasing weighting functions are to be set.
Das hier vorgestellte Ausführungsbeispiel zeigt beispielhaft eine Korrektur der mit dem
Verfahren nach ITU-T Rec. P.862 "PESQ" (Stand 2001) ermittelten Sprachqualitätswerte.
Dieses Verfahren liefert durch den Vergleich eines ungestörten Quellsprachsignals mit dem
zu bewertenden gestörten Sprachsignal einen Sprachqualitätswert. Diese beiden
Sprachsignale dienen zur Bestimmung der mittleren Lautheit des Hintergrundgeräuschs
entsprechend Patentanmeldung DE 101 20 168. Der so berechnete Wert N in sone wird zur
Korrektur des mit dem Verfahren nach ITU-T Rec. P.862 "PESQ" (Stand 2001) berechneten
Qualitätswertes benutzt. Die Korrektur des Qualitätswertes setzt erst ein, wenn N einen Wert
von 1,3 sone überschritten hat (unterer Schwellwert):
wenn N1 > 4, dann N1 = 4. The exemplary embodiment presented here shows, by way of example, a correction of the speech quality values determined using the method according to ITU-T Rec. P.862 "PESQ" (as of 2001). This method provides a speech quality value by comparing an undisturbed source speech signal with the disturbed speech signal to be evaluated. These two speech signals are used to determine the average loudness of the background noise according to patent application DE 101 20 168. The thus calculated value N in sone is used to correct the quality value calculated by the method according to ITU-T Rec. P.862 "PESQ" (state 2001) used. The correction of the quality value does not start until N exceeds a value of 1.3 sone (lower threshold):
if N1> 4, then N1 = 4.
Der Wert der Schwellenüberschreitung N1 wird für die weiteren Schritte benutzt. Negative N1 werden nicht zugelassen, sondern auf N1 = 0 gesetzt. Ebenso wird N1 bei N1 = 4 begrenzt.The value of the threshold exceeded N1 is used for the further steps. Negative N1 are not allowed, but set to N1 = 0 . Likewise, N1 is limited at N1 = 4 .
In einem zweiten Schritt wird der Wert N1 mit einer Konstanten und dem Anteil der
Sprachpausen im Gesamtsignal PA (PA = 0...1) gewichtet:
Im nächsten Schritt wird der Wert der Schwellüberschreitung YD ermittelt, d.h. um welchen
Anteil die gemessene Sprachqualität Y den Sprachqualitätsschwellwert YS überschreitet. Der
dafür erforderliche Sprachqualitätsschwellwert YS ist gleich 3.0:
Der Korrekturwert YK, der die Reduktion des Sprachqualitätswertes durch das
Hintergrundgeräusch in Sprachpausen beschreibt, ist der mit der Schwellwertüberschreitung
gewichtete Intensitätswert N2:
Dieser Korrekturwert wird vom ursprünglichen Y subtrahiert und damit ergibt sich der
korrigierte Wert für die Sprachqualität Y(korrigiert):
Claims (2)
- Method for correction of measured speech quality values, the speech quality measurements being obtained by instrumental methods analyzing only the signal segments with speech activity, wherein:the noise in the speech pauses is taken into account in determining the speech quality values,the intensity of the background noise in the speech pauses is determined for this purpose and these characteristic values are used for the correction of the measured speech quality values, andthe correction is performed by the means that the measured speech quality value is reduced by an amount calculated from one or more weighted characteristic intensity values of the background noise, the proportion of speech pauses in the speech signal being evaluated, and the measured speech quality value.
- Method according to claim 1, characterized in that the correction for speech quality values measured in conformity with the ITU-T standard P. 862 is performed by the means that the mean loudness in speech pauses is determined as a characteristic intensity value and the correction calculation takes into account the amount exceeding the threshold value of 1.3 sone but no more than a maximum of 4.0 sone, and said value is multiplied by a constant factor (0.45), the proportion of speech pauses in the signal as a whole, and the proportion of the measured speech quality value exceeding the speech quality threshold of 3.0, resulting in a correction value to be subtracted from the measured speech quality value in order to determine the corrected speech quality value.
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
DE10142846A DE10142846A1 (en) | 2001-08-29 | 2001-08-29 | Procedure for the correction of measured speech quality values |
DE10142846 | 2001-08-29 |
Publications (3)
Publication Number | Publication Date |
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EP1288914A2 EP1288914A2 (en) | 2003-03-05 |
EP1288914A3 EP1288914A3 (en) | 2004-05-19 |
EP1288914B1 true EP1288914B1 (en) | 2005-12-21 |
Family
ID=7697364
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EP02012790A Expired - Lifetime EP1288914B1 (en) | 2001-08-29 | 2002-06-10 | Method for the correction of measured speech quality values |
Country Status (3)
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EP (1) | EP1288914B1 (en) |
AT (1) | ATE313846T1 (en) |
DE (2) | DE10142846A1 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
FR2944640A1 (en) * | 2009-04-17 | 2010-10-22 | France Telecom | METHOD AND DEVICE FOR OBJECTIVE EVALUATION OF THE VOICE QUALITY OF A SPEECH SIGNAL TAKING INTO ACCOUNT THE CLASSIFICATION OF THE BACKGROUND NOISE CONTAINED IN THE SIGNAL. |
Family Cites Families (7)
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FI94810C (en) * | 1993-10-11 | 1995-10-25 | Nokia Mobile Phones Ltd | A method for identifying a poor GSM speech frame |
US5684921A (en) * | 1995-07-13 | 1997-11-04 | U S West Technologies, Inc. | Method and system for identifying a corrupted speech message signal |
US5809414A (en) * | 1995-11-22 | 1998-09-15 | Northern Telecom Limited | User out-of-range indication for digital wireless systems |
SE506341C2 (en) * | 1996-04-10 | 1997-12-08 | Ericsson Telefon Ab L M | Method and apparatus for reconstructing a received speech signal |
EP0980064A1 (en) * | 1998-06-26 | 2000-02-16 | Ascom AG | Method for carrying an automatic judgement of the transmission quality of audio signals |
DE19840548C2 (en) * | 1998-08-27 | 2001-02-15 | Deutsche Telekom Ag | Procedures for instrumental language quality determination |
GB9911777D0 (en) * | 1999-05-20 | 1999-07-21 | Univ Southampton | Transceiver |
-
2001
- 2001-08-29 DE DE10142846A patent/DE10142846A1/en not_active Withdrawn
-
2002
- 2002-06-10 AT AT02012790T patent/ATE313846T1/en not_active IP Right Cessation
- 2002-06-10 DE DE50205328T patent/DE50205328D1/en not_active Expired - Lifetime
- 2002-06-10 EP EP02012790A patent/EP1288914B1/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
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ATE313846T1 (en) | 2006-01-15 |
DE50205328D1 (en) | 2006-01-26 |
DE10142846A1 (en) | 2003-03-20 |
EP1288914A2 (en) | 2003-03-05 |
EP1288914A3 (en) | 2004-05-19 |
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