Generalized likelihood ratio discriminant analysis. - Muhammad Ali Tahir; Georg Heigold; Christian Plahl; Ralf Schlüter; Hermann Ney (ASRU, 2009)

Discriminative splitting of Gaussian/log-linear mixture HMMs for speech recognition. - Muhammad Ali Tahir; Ralf Schlüter; Hermann Ney (ASRU, 2011)

Log-Linear Optimization of Second-Order Polynomial Features with Subsequent Dimension Reduction for Speech Recognition. - Muhammad Ali Tahir; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2011)

Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. - Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2012)

Training log-linear acoustic models in higher-order polynomial feature space for speech recognition. - Muhammad Ali Tahir; Heyun Huang; Ralf Schlüter; Hermann Ney; Louis ten Bosch; Bert Cranen; Lou Boves (INTERSPEECH, 2013)

RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. - M. Ali Basha Shaik; Zoltán Tüske; Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2014)

Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models. - Muhammad Ali Tahir; Simon Wiesler; Ralf Schlüter; Hermann Ney (ICASSP, 2015)

Integrating Gaussian mixtures into deep neural networks: Softmax layer with hidden variables. - Zoltán Tüske; Muhammad Ali Tahir; Ralf Schlüter; Hermann Ney (ICASSP, 2015)

Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. - M. Ali Basha Shaik; Zoltán Tüske; Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2015)

Predictive Analytics in Healthcare for Diabetes Prediction. - Faizan Zafar; Saad Raza; Muhammad Umair Khalid; Muhammad Ali Tahir (ICBET, 2019)

Training of reduced-rank linear transformations for multi-layer polynomial acoustic features for speech recognition. - Muhammad Ali Tahir; Heyun Huang; Albert Zeyer; Ralf Schlüter; Hermann Ney (Speech Commun., 2019)

Incorporating Noise Robustness in Speech Command Recognition by Noise Augmentation of Training Data. - Ayesha Pervaiz; Fawad Hussain; Huma Israr; Muhammad Ali Tahir; Fawad Riasat Raja; Naveed Khan Baloch; Farruh Ishmanov; Yousaf Bin Zikria (Sensors, 2020)

Secure Route-Obfuscation Mechanism with Information-Theoretic Security for Internet of Things. - Abid Rauf; Zhaohong Wang; Hasan Sajid; Muhammad Ali Tahir (Sensors, 2020)

Natural language understanding of map navigation queries in Roman Urdu by joint entity and intent determination. - Javeria Hassan; Muhammad Ali Tahir; Adnan Ali 002 (PeerJ Comput. Sci., 2021)

Data-Driven Spatial Analysis of Reforestation in Pakistan: Identifying Optimal Locations for Sustainable Forest Growth and Climate Change Mitigation. - Amna Faisal; Rafia Mumtaz; Muhammad Deedahwar Mazhar Qureshi; Muhammad Ali Tahir; N. Z. Jhanjhi; Mehedi Masud; Mohammad Shorfuzzaman (IEEE Access, 2024)

Code-Mixed Street Address Recognition and Accent Adaptation for Voice-Activated Navigation Services. - Syed Meesam Raza Naqvi; Muhammad Ali Tahir; Kamran Javed; Hassan Aqeel Khan; Ali Raza; Zubair Saeed (IEEE Access, 2024)

Knowledge-Grounded Attention-Based Neural Machine Translation Model. - Huma Israr; Safdar Abbas Khan; Muhammad Ali Tahir; Muhammad Khuram Shahzad; Muneer Ahmad; Jasni Mohamad Zain (Appl. Comput. Intell. Soft Comput., 2025)

Attention based Bidirectional GRU hybrid model for inappropriate content detection in Urdu language. - Ezzah Shoukat; Rabia Irfan; Iqra Basharat; Muhammad Ali Tahir; Sameen Shaukat (CoRR, 2025)