[{"abstract":[{"text":"This paper addresses the robustness of automatic speech recognition to environmental noise. In order to account for reliability of the clean feature estimate we employ the feature posterior density conditioned on observed noisy features to perform uncertainty decoding. We investigate two approaches to estimate the posterior using a discrete feature space, first conditioning only on the current observation, and second on the whole feature sequence of an utterance. Experiments with Aurora 2 showed that the latter provides slightly better performance, as it allows for exploiting the temporal correlations between consecutive features.","lang":"eng"}],"citation":{"ama":"Ion V, Haeb-Umbach R. Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>. 2008:1-4.","bibtex":"@article{Ion_Haeb-Umbach_2008, title={Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition}, journal={2008 ITG Conference on Voice Communication (SprachKommunikation)}, author={Ion, Valentin and Haeb-Umbach, Reinhold}, year={2008}, pages={1–4} }","mla":"Ion, Valentin, and Reinhold Haeb-Umbach. “Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, pp. 1–4.","chicago":"Ion, Valentin, and Reinhold Haeb-Umbach. “Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, 1–4.","short":"V. Ion, R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.","apa":"Ion, V., &#38; Haeb-Umbach, R. (2008). Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 1–4.","ieee":"V. Ion and R. Haeb-Umbach, “Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition,” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, pp. 1–4, 2008."},"publication":"2008 ITG Conference on Voice Communication (SprachKommunikation)","department":[{"_id":"54"}],"oa":"1","type":"journal_article","date_created":"2019-07-12T05:28:54Z","date_updated":"2022-01-06T06:51:10Z","author":[{"full_name":"Ion, Valentin","last_name":"Ion","first_name":"Valentin"},{"id":"242","last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold"}],"year":"2008","status":"public","title":"Investigations into Uncertainty Decoding Employing a Discrete Feature Space for Noise Robust Automatic Speech Recognition","user_id":"44006","_id":"11821","language":[{"iso":"eng"}],"page":"1-4","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2008/IoHa08-2.pdf"}]},{"type":"conference","department":[{"_id":"54"}],"oa":"1","date_created":"2019-07-12T05:29:29Z","abstract":[{"text":"In diesem Beitrag werden zwei neuartige akustische Strahlformungsalgorithmen fuer einen Einsatz im KFZ diskutiert. In beiden Verfahren ist fuer jede Frequenzkomponente der Eigenvektor zum groessten Eigenwert eines verallgemeinerten Eigenwertproblems zu bestimmen: bei der einen Varianate stellen die Filterkoeffizienten gerade obigen Eigenvektor dar. Sprachverzerrungen werden mit einem einkanaligen Nachfilter kompensiert. In der anderen Variante, welche die Struktur eines ''Generalized Sidelobe Cancellers'' (GSC) hat, basiert die Blockiermatrix auf obiger Eigenvektorzerlegung.","lang":"eng"}],"publication":"34. Deutsche Jahrestagung fuer Akustik (DAGA 2008)","citation":{"ama":"Krueger A, Warsitz E, Haeb-Umbach R. Blinde Akustische Strahlformung fuer Anwendungen im KFZ. In: <i>34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008)</i>. ; 2008.","bibtex":"@inproceedings{Krueger_Warsitz_Haeb-Umbach_2008, title={Blinde Akustische Strahlformung fuer Anwendungen im KFZ}, booktitle={34. Deutsche Jahrestagung fuer Akustik (DAGA 2008)}, author={Krueger, Alexander and Warsitz, Ernst and Haeb-Umbach, Reinhold}, year={2008} }","mla":"Krueger, Alexander, et al. “Blinde Akustische Strahlformung Fuer Anwendungen Im KFZ.” <i>34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008)</i>, 2008.","short":"A. Krueger, E. Warsitz, R. Haeb-Umbach, in: 34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008), 2008.","chicago":"Krueger, Alexander, Ernst Warsitz, and Reinhold Haeb-Umbach. “Blinde Akustische Strahlformung Fuer Anwendungen Im KFZ.” In <i>34. Deutsche Jahrestagung Fuer Akustik (DAGA 2008)</i>, 2008.","apa":"Krueger, A., Warsitz, E., &#38; Haeb-Umbach, R. (2008). Blinde Akustische Strahlformung fuer Anwendungen im KFZ. In <i>34. Deutsche Jahrestagung fuer Akustik (DAGA 2008)</i>.","ieee":"A. Krueger, E. Warsitz, and R. Haeb-Umbach, “Blinde Akustische Strahlformung fuer Anwendungen im KFZ,” in <i>34. Deutsche Jahrestagung fuer Akustik (DAGA 2008)</i>, 2008."},"user_id":"44006","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2008/KrWaHa08.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"11851","date_updated":"2022-01-06T06:51:11Z","status":"public","title":"Blinde Akustische Strahlformung fuer Anwendungen im KFZ","year":"2008","author":[{"full_name":"Krueger, Alexander","first_name":"Alexander","last_name":"Krueger"},{"first_name":"Ernst","last_name":"Warsitz","full_name":"Warsitz, Ernst"},{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242"}]},{"publication":"2008 ITG Conference on Voice Communication (SprachKommunikation)","citation":{"apa":"Tran Vu, D. H., &#38; Haeb-Umbach, R. (2008). Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 1–4.","ieee":"D. H. Tran Vu and R. Haeb-Umbach, “Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming,” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, pp. 1–4, 2008.","short":"D.H. Tran Vu, R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.","chicago":"Tran Vu, Dang Hai, and Reinhold Haeb-Umbach. “Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, 1–4.","mla":"Tran Vu, Dang Hai, and Reinhold Haeb-Umbach. “Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, pp. 1–4.","ama":"Tran Vu DH, Haeb-Umbach R. Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>. 2008:1-4.","bibtex":"@article{Tran Vu_Haeb-Umbach_2008, title={Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming}, journal={2008 ITG Conference on Voice Communication (SprachKommunikation)}, author={Tran Vu, Dang Hai and Haeb-Umbach, Reinhold}, year={2008}, pages={1–4} }"},"abstract":[{"lang":"eng","text":"This paper considers the convolutive blind source separation of speech sources in the presence of spatially correlated noise. We introduce a method for estimating the scaled mixing matrix from the sources to the microphones even if coherent noise is present. This is achieved by combining time-frequency sparseness with the generalized eigenvalue decomposition of the power spectral density matrix (PSD) of the noisy speech and noise-only microphone signals. Separation is performed by spatial filtering with coefficients constructed by Gram-Schmidt orthogonalization which places spatial nulls at the interferer{^A}?`s direction. Experimental results show that our approach is capable of separating 2 sources in a reverberant environment (RT60=0ms..500ms) degraded by significant directional noise."}],"date_created":"2019-07-12T05:30:42Z","type":"journal_article","department":[{"_id":"54"}],"oa":"1","title":"Blind Speech Separation in Presence of Correlated Noise with Generalized Eigenvector Beamforming","status":"public","year":"2008","author":[{"first_name":"Dang Hai","last_name":"Tran Vu","full_name":"Tran Vu, Dang Hai"},{"last_name":"Haeb-Umbach","first_name":"Reinhold","full_name":"Haeb-Umbach, Reinhold","id":"242"}],"date_updated":"2022-01-06T06:51:12Z","page":"1-4","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2008/DaHa08.pdf"}],"_id":"11914","language":[{"iso":"eng"}],"user_id":"44006"},{"abstract":[{"lang":"eng","text":"This Paper deals with a new Technique for multi-channel separation of speech signals from convolutive mixtures under coherent noise. We demonstrate how the scaled transfer functions from the sources to the microphones can be estimated even in the presence of stationary coherent noise. The key to this are generalized eigenvalue decompositions of the power spectral density (PSD) matrices of the noisy speech and noise-only microphone signals with a controlled estimation of these matrices exploiting time-frequency sparseness of the speech sources. Separation is further improved by subsequent Gram-Schmidt orthogonalization which places spatial nulls at the interferers{\\rq} directions, while noise reduction is improved by employing a novel blocking matrix and adaptive interference canceller in a Generalized Sidelobe Canceller (GSC)-like structure. We report promising experimental results for 2 speech sources with significant coherent noise in reverberant environments (RT60=0oms..500ms)."}],"publication":"International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)","citation":{"mla":"Tran Vu, Dang Hai, et al. “Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration.” <i>International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)</i>, 2008.","ama":"Tran Vu DH, Krueger A, Haeb-Umbach R. Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration. In: <i>International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)</i>. ; 2008.","bibtex":"@inproceedings{Tran Vu_Krueger_Haeb-Umbach_2008, title={Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration}, booktitle={International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)}, author={Tran Vu, Dang Hai and Krueger, Alexander and Haeb-Umbach, Reinhold}, year={2008} }","apa":"Tran Vu, D. H., Krueger, A., &#38; Haeb-Umbach, R. (2008). Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration. In <i>International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)</i>.","ieee":"D. H. Tran Vu, A. Krueger, and R. Haeb-Umbach, “Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration,” in <i>International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)</i>, 2008.","chicago":"Tran Vu, Dang Hai, Alexander Krueger, and Reinhold Haeb-Umbach. “Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration.” In <i>International Workshop on Acoustic Echo and Noise Control (IWAENC 2008)</i>, 2008.","short":"D.H. Tran Vu, A. Krueger, R. Haeb-Umbach, in: International Workshop on Acoustic Echo and Noise Control (IWAENC 2008), 2008."},"type":"conference","department":[{"_id":"54"}],"oa":"1","date_created":"2019-07-12T05:30:43Z","date_updated":"2022-01-06T06:51:12Z","status":"public","title":"Generalized Eigenvector Blind Speech Separation Under Coherent Noise In A GSC Configuration","year":"2008","author":[{"first_name":"Dang Hai","last_name":"Tran Vu","full_name":"Tran Vu, Dang Hai"},{"full_name":"Krueger, Alexander","first_name":"Alexander","last_name":"Krueger"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}],"user_id":"44006","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2008/DaKrHa08.pdf","open_access":"1"}],"language":[{"iso":"eng"}],"_id":"11915"},{"doi":"10.1109/ICASSP.2008.4517549","user_id":"44006","_id":"11935","language":[{"iso":"eng"}],"page":"73-76","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2008/WaKrHa08.pdf","open_access":"1"}],"date_updated":"2022-01-06T06:51:12Z","author":[{"first_name":"Ernst","last_name":"Warsitz","full_name":"Warsitz, Ernst"},{"last_name":"Krueger","first_name":"Alexander","full_name":"Krueger, Alexander"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","first_name":"Reinhold","last_name":"Haeb-Umbach"}],"status":"public","year":"2008","title":"Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller","oa":"1","department":[{"_id":"54"}],"type":"conference","keyword":["adaptive interference canceller","adaptive signal processing","array signal processing","beamforming method","eigenvalues and eigenfunctions","generalized eigenvector blocking matrix","generalized sidelobe canceller","interference suppression","matrix algebra","noise suppression","speech enhancement","transfer function estimation","transfer functions"],"date_created":"2019-07-12T05:31:06Z","abstract":[{"text":"The generalized sidelobe canceller by Griffith and Jim is a robust beamforming method to enhance a desired (speech) signal in the presence of stationary noise. Its performance depends to a high degree on the construction of the blocking matrix which produces noise reference signals for the subsequent adaptive interference canceller. Especially in reverberated environments the beamformer may suffer from signal leakage and reduced noise suppression. In this paper a new blocking matrix is proposed. It is based on a generalized eigenvalue problem whose solution provides an indirect estimation of the transfer functions from the source to the sensors. The quality of the new generalized eigenvector blocking matrix is studied in simulated rooms with different reverberation times and is compared to alternatives proposed in the literature.","lang":"eng"}],"citation":{"mla":"Warsitz, Ernst, et al. “Speech Enhancement with a New Generalized Eigenvector Blocking Matrix for Application in a Generalized Sidelobe Canceller.” <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 73–76, doi:<a href=\"https://doi.org/10.1109/ICASSP.2008.4517549\">10.1109/ICASSP.2008.4517549</a>.","bibtex":"@inproceedings{Warsitz_Krueger_Haeb-Umbach_2008, title={Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2008.4517549\">10.1109/ICASSP.2008.4517549</a>}, booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)}, author={Warsitz, Ernst and Krueger, Alexander and Haeb-Umbach, Reinhold}, year={2008}, pages={73–76} }","ama":"Warsitz E, Krueger A, Haeb-Umbach R. Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller. In: <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>. ; 2008:73-76. doi:<a href=\"https://doi.org/10.1109/ICASSP.2008.4517549\">10.1109/ICASSP.2008.4517549</a>","ieee":"E. Warsitz, A. Krueger, and R. Haeb-Umbach, “Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller,” in <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 73–76.","apa":"Warsitz, E., Krueger, A., &#38; Haeb-Umbach, R. (2008). Speech enhancement with a new generalized eigenvector blocking matrix for application in a generalized sidelobe canceller. In <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i> (pp. 73–76). <a href=\"https://doi.org/10.1109/ICASSP.2008.4517549\">https://doi.org/10.1109/ICASSP.2008.4517549</a>","chicago":"Warsitz, Ernst, Alexander Krueger, and Reinhold Haeb-Umbach. “Speech Enhancement with a New Generalized Eigenvector Blocking Matrix for Application in a Generalized Sidelobe Canceller.” In <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 73–76, 2008. <a href=\"https://doi.org/10.1109/ICASSP.2008.4517549\">https://doi.org/10.1109/ICASSP.2008.4517549</a>.","short":"E. Warsitz, A. Krueger, R. Haeb-Umbach, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 2008, pp. 73–76."},"publication":"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)"},{"_id":"11939","language":[{"iso":"eng"}],"page":"4409-4412","main_file_link":[{"url":"https://groups.uni-paderborn.de/nt/pubs/2008/WiHa08-1.pdf","open_access":"1"}],"doi":"10.1109/ICASSP.2008.4518633","user_id":"44006","author":[{"full_name":"Windmann, Stefan","first_name":"Stefan","last_name":"Windmann"},{"id":"242","first_name":"Reinhold","last_name":"Haeb-Umbach","full_name":"Haeb-Umbach, Reinhold"}],"title":"Modeling the dynamics of speech and noise for speech feature enhancement in ASR","status":"public","year":"2008","date_updated":"2022-01-06T06:51:12Z","date_created":"2019-07-12T05:31:11Z","oa":"1","department":[{"_id":"54"}],"type":"conference","keyword":["a posteriori probability","AURORA2 database","Bayesian inference","Bayes methods","channel bank filters","extended Kalman filter banks","hidden noise state variable","Kalman filters","noise dynamics","speech enhancement","speech feature enhancement","speech feature trajectory","switching linear dynamical model approach"],"citation":{"apa":"Windmann, S., &#38; Haeb-Umbach, R. (2008). Modeling the dynamics of speech and noise for speech feature enhancement in ASR. In <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i> (pp. 4409–4412). <a href=\"https://doi.org/10.1109/ICASSP.2008.4518633\">https://doi.org/10.1109/ICASSP.2008.4518633</a>","ieee":"S. Windmann and R. Haeb-Umbach, “Modeling the dynamics of speech and noise for speech feature enhancement in ASR,” in <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 4409–4412.","chicago":"Windmann, Stefan, and Reinhold Haeb-Umbach. “Modeling the Dynamics of Speech and Noise for Speech Feature Enhancement in ASR.” In <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 4409–12, 2008. <a href=\"https://doi.org/10.1109/ICASSP.2008.4518633\">https://doi.org/10.1109/ICASSP.2008.4518633</a>.","short":"S. Windmann, R. Haeb-Umbach, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008), 2008, pp. 4409–4412.","mla":"Windmann, Stefan, and Reinhold Haeb-Umbach. “Modeling the Dynamics of Speech and Noise for Speech Feature Enhancement in ASR.” <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>, 2008, pp. 4409–12, doi:<a href=\"https://doi.org/10.1109/ICASSP.2008.4518633\">10.1109/ICASSP.2008.4518633</a>.","ama":"Windmann S, Haeb-Umbach R. Modeling the dynamics of speech and noise for speech feature enhancement in ASR. In: <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)</i>. ; 2008:4409-4412. doi:<a href=\"https://doi.org/10.1109/ICASSP.2008.4518633\">10.1109/ICASSP.2008.4518633</a>","bibtex":"@inproceedings{Windmann_Haeb-Umbach_2008, title={Modeling the dynamics of speech and noise for speech feature enhancement in ASR}, DOI={<a href=\"https://doi.org/10.1109/ICASSP.2008.4518633\">10.1109/ICASSP.2008.4518633</a>}, booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)}, author={Windmann, Stefan and Haeb-Umbach, Reinhold}, year={2008}, pages={4409–4412} }"},"publication":"IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2008)","abstract":[{"lang":"eng","text":"In this paper a switching linear dynamical model (SLDM) approach for speech feature enhancement is improved by employing more accurate models for the dynamics of speech and noise. The model of the clean speech feature trajectory is improved by augmenting the state vector to capture information derived from the delta features. Further a hidden noise state variable is introduced to obtain a more elaborated model for the noise dynamics. Approximate Bayesian inference in the SLDM is carried out by a bank of extended Kalman filters, whose outputs are combined according to the a posteriori probability of the individual state models. Experimental results on the AURORA2 database show improved recognition accuracy."}]},{"type":"journal_article","department":[{"_id":"54"}],"oa":"1","date_created":"2019-07-12T05:31:12Z","abstract":[{"lang":"eng","text":"In this paper, the noise estimation for model-based speech feature enhancement in automatic speech recognition (ASR) is investigated. Beside a stationary noise prior, three linear state space models for the (cepstral) noise process are considered. We have derived novel EM algorithms for the estimation of the noise model parameters: A blockwise EM algorithm is applied on noise-only input data. It is supposed to be used during the offline training mode of the recognizer. Further a sequential online EM algorithm is employed to adapt the observation variance in recognition mode which works as well under the asumption of a stationary noise prior and a linear state model for the noise. Experiments on the AURORA4 database lead to improved recognition results with the new state model compared to the assumption of stationary noise."}],"publication":"2008 ITG Conference on Voice Communication (SprachKommunikation)","citation":{"apa":"Windmann, S., &#38; Haeb-Umbach, R. (2008). A novel approach to noise estimation in model-based speech feature enhancement. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 1–4.","ieee":"S. Windmann and R. Haeb-Umbach, “A novel approach to noise estimation in model-based speech feature enhancement,” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, pp. 1–4, 2008.","short":"S. Windmann, R. Haeb-Umbach, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.","chicago":"Windmann, Stefan, and Reinhold Haeb-Umbach. “A Novel Approach to Noise Estimation in Model-Based Speech Feature Enhancement.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, 1–4.","mla":"Windmann, Stefan, and Reinhold Haeb-Umbach. “A Novel Approach to Noise Estimation in Model-Based Speech Feature Enhancement.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, pp. 1–4.","ama":"Windmann S, Haeb-Umbach R. A novel approach to noise estimation in model-based speech feature enhancement. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>. 2008:1-4.","bibtex":"@article{Windmann_Haeb-Umbach_2008, title={A novel approach to noise estimation in model-based speech feature enhancement}, journal={2008 ITG Conference on Voice Communication (SprachKommunikation)}, author={Windmann, Stefan and Haeb-Umbach, Reinhold}, year={2008}, pages={1–4} }"},"user_id":"44006","page":"1-4","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2008/WiHa08-2.pdf"}],"language":[{"iso":"eng"}],"_id":"11940","date_updated":"2022-01-06T06:51:12Z","status":"public","year":"2008","title":"A novel approach to noise estimation in model-based speech feature enhancement","author":[{"full_name":"Windmann, Stefan","last_name":"Windmann","first_name":"Stefan"},{"full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold","id":"242"}]},{"abstract":[{"lang":"eng","text":"In this paper, a novel segmental Hidden Markov Model (HMM) is proposed. The model is based on a modified emission density where additional statistical dependencies between subsequent frames of the speech signal are considered. In the following we derive an effective search strategy for the modified statistical model. Further an approach to parameter reduction is introduced. Experiments were carried out on the AURORA2 database where consistent im"}],"publication":"2008 ITG Conference on Voice Communication (SprachKommunikation)","citation":{"ieee":"S. Windmann, R. Haeb-Umbach, and V. Leutnant, “A segmental HMM based on a modified emission probability,” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, pp. 1–4, 2008.","mla":"Windmann, Stefan, et al. “A Segmental HMM Based on a Modified Emission Probability.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, pp. 1–4.","apa":"Windmann, S., Haeb-Umbach, R., &#38; Leutnant, V. (2008). A segmental HMM based on a modified emission probability. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 1–4.","bibtex":"@article{Windmann_Haeb-Umbach_Leutnant_2008, title={A segmental HMM based on a modified emission probability}, journal={2008 ITG Conference on Voice Communication (SprachKommunikation)}, author={Windmann, Stefan and Haeb-Umbach, Reinhold and Leutnant, Volker}, year={2008}, pages={1–4} }","ama":"Windmann S, Haeb-Umbach R, Leutnant V. A segmental HMM based on a modified emission probability. <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>. 2008:1-4.","short":"S. Windmann, R. Haeb-Umbach, V. Leutnant, 2008 ITG Conference on Voice Communication (SprachKommunikation) (2008) 1–4.","chicago":"Windmann, Stefan, Reinhold Haeb-Umbach, and Volker Leutnant. “A Segmental HMM Based on a Modified Emission Probability.” <i>2008 ITG Conference on Voice Communication (SprachKommunikation)</i>, 2008, 1–4."},"type":"journal_article","oa":"1","department":[{"_id":"54"}],"date_created":"2019-07-12T05:31:16Z","date_updated":"2022-01-06T06:51:12Z","title":"A segmental HMM based on a modified emission probability","year":"2008","status":"public","author":[{"full_name":"Windmann, Stefan","first_name":"Stefan","last_name":"Windmann"},{"id":"242","full_name":"Haeb-Umbach, Reinhold","last_name":"Haeb-Umbach","first_name":"Reinhold"},{"full_name":"Leutnant, Volker","last_name":"Leutnant","first_name":"Volker"}],"user_id":"44006","main_file_link":[{"open_access":"1","url":"https://groups.uni-paderborn.de/nt/pubs/2008/WiHaLe08.pdf"}],"page":"1-4","_id":"11944","language":[{"iso":"eng"}]},{"_id":"32518","page":"381 - 389","volume":32,"user_id":"42165","status":"public","oa":"1","citation":{"chicago":"Buhl, Heike M. “Development of a Model Describing Individuated Adult Child-Parent Relationships.” <i>International Journal of Behavioral Development</i> 32, no. 5 (2008): 381–89.","short":"H.M. Buhl, International Journal of Behavioral Development 32 (2008) 381–389.","ieee":"H. M. Buhl, “Development of a model describing individuated adult child-parent relationships,” <i>International Journal of Behavioral Development</i>, vol. 32, no. 5, pp. 381–389, 2008.","apa":"Buhl, H. M. (2008). Development of a model describing individuated adult child-parent relationships. <i>International Journal of Behavioral Development</i>, <i>32</i>(5), 381–389.","bibtex":"@article{Buhl_2008, title={Development of a model describing individuated adult child-parent relationships}, volume={32}, number={5}, journal={International Journal of Behavioral Development}, author={Buhl, Heike M.}, year={2008}, pages={381–389} }","ama":"Buhl HM. 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Using an individuation framework, two German samples of 224 and 105 participants\r\naged between 21 and 47 years were administered the Network of Relationships Inventory, the\r\nEmotional Autonomy Scale and the Authority Reciprocity Questionnaire. Factor analyses resulted\r\nin a measurement model valid for adult children, their mothers and fathers. The model includes\r\nconnectedness (with emotional and cognitive aspects) as well as individuality (assessed as power\r\nsymmetry). Connectedness decreased with age. Symmetry in father–child relationships increased over\r\ntime, while mother–child relationships were perceived to be symmetrical by early adulthood.\r\nChild–mother relationships were more connected than child–father relationships. Sons described\r\nthemselves as more powerful than did daughters."}]},{"_id":"47685","language":[{"iso":"eng"}],"user_id":"41047","ddc":["000"],"year":"2008","title":"Construction and Applications of Identity-Based Encryption without Pairings","status":"public","author":[{"first_name":"Jonas","last_name":"Schrieb","full_name":"Schrieb, Jonas"}],"date_updated":"2023-10-05T16:55:04Z","has_accepted_license":"1","file":[{"date_created":"2023-10-05T16:29:32Z","creator":"bhenrik","file_id":"47710","content_type":"application/pdf","file_name":"2008_Schrieb_ConstructionAndApplicationsOfIBEWithoutPairings.pdf","access_level":"open_access","file_size":1055931,"relation":"main_file","date_updated":"2023-10-05T16:55:04Z"}],"date_created":"2023-10-05T16:29:40Z","keyword":["Diplomarbeit"],"type":"misc","department":[{"_id":"34"},{"_id":"64"}],"oa":"1","file_date_updated":"2023-10-05T16:55:04Z","citation":{"chicago":"Schrieb, Jonas. <i>Construction and Applications of Identity-Based Encryption without Pairings</i>, 2008.","short":"J. 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