| 2025 | ASRU | ULTRAS - Unified Learning of Transformer Representations for Audio and Speech Signals. | P. E. Ameenudeen, Charumathi Narayanan, Sriram Ganapathy |
| 2025 | EMNLP | FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs. | Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy |
| 2025 | ICASSP | LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations. | Soumya Dutta, Sriram Ganapathy |
| 2025 | ICASSP | Identifying and Mitigating Mismatched Language Code in Multilingual ASR. | Jaeyoung Kim, Sepand Mavandadi, Kartik Audhkhasi, Shikhar Bharadwaj, Brian Farris, Tongzhou Chen, Bhuvana Ramabhadran, Sriram Ganapathy |
| 2025 | Interspeech | Spoken Language Understanding on Unseen Tasks With In-Context Learning. | Neeraj Agrawal, Sriram Ganapathy |
| 2025 | Interspeech | Benchmarking and Confidence Evaluation of LALMs For Temporal Reasoning. | Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy |
| 2025 | Interspeech | ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge. | Soumya Dutta, Smruthi Balaji, Varada R, Viveka Salinamakki, Sriram Ganapathy |
| 2024 | ICASSP | Multimodal Modeling for Spoken Language Identification. | Shikhar Bharadwaj, Min Ma, Shikhar Vashishth, Ankur Bapna, Sriram Ganapathy, Vera Axelrod, Siddharth Dalmia, Wei Han, Yu Zhang, Daan van Esch, Sandy Ritchie, Partha Talukdar, Jason Riesa |
| 2024 | ICASSP | Zero Shot Audio To Audio Emotion Transfer With Speaker Disentanglement. | Soumya Dutta, Sriram Ganapathy |
| 2024 | ICLR | LLM Augmented LLMs: Expanding Capabilities through Composition. | Rachit Bansal, Bidisha Samanta, Siddharth Dalmia, Nitish Gupta, Sriram Ganapathy, Abhishek Bapna, Prateek Jain, Partha Talukdar |
| 2024 | Interspeech | The Second DISPLACE Challenge: DIarization of SPeaker and LAnguage in Conversational Environments. | Shareef Babu Kalluri, Prachi Singh, Pratik Roy Chowdhuri, Apoorva Kulkarni, Shikha Baghel, Pradyoth Hegde, Swapnil Sontakke, Deepak K. T., S. R. Mahadeva Prasanna, Deepu Vijayasenan, Sriram Ganapathy |
| 2024 | Interspeech | Improving Self-supervised Pre-training using Accent-Specific Codebooks. | Darshan Prabhu, Abhishek Gupta, Omkar Nitsure, Preethi Jyothi, Sriram Ganapathy |
| 2023 | ASRU | Pseudo-Label Based Supervised Contrastive Loss for Robust Speech Representations. | Varun Krishna, Sriram Ganapathy |
| 2023 | ASRU | MASR: Multi-Label Aware Speech Representation. | Anjali Raj, Shikhar Bharadwaj, Sriram Ganapathy, Min Ma, Shikhar Vashishth |
| 2023 | EMNLP | Accented Speech Recognition With Accent-specific Codebooks. | Darshan Prabhu, Preethi Jyothi, Sriram Ganapathy, Vinit Unni |
| 2023 | EMNLP | Self-Influence Guided Data Reweighting for Language Model Pre-training. | Megh Thakkar, Tolga Bolukbasi, Sriram Ganapathy, Shikhar Vashishth, Sarath Chandar, Partha Talukdar |
| 2023 | ICASSP | Supervised Hierarchical Clustering Using Graph Neural Networks for Speaker Diarization. | Prachi Singh, Amrit Kaul, Sriram Ganapathy |
| 2023 | Interspeech | The DISPLACE Challenge 2023 - DIarization of SPeaker and LAnguage in Conversational Environments. | Shikha Baghel, Shreyas Ramoji, Sidharth, Ranjana H, Prachi Singh, Somil Jain, Pratik Roy Chowdhuri, Kaustubh Kulkarni, Swapnil Padhi, Deepu Vijayasenan, Sriram Ganapathy |
| 2023 | Interspeech | Enhancing the EEG Speech Match Mismatch Tasks With Word Boundaries. | Akshara Soman, Vidhi Sinha, Sriram Ganapathy |
| 2023 | Interspeech | Label Aware Speech Representation Learning For Language Identification. | Shikhar Vashishth, Shikhar Bharadwaj, Sriram Ganapathy, Ankur Bapna, Min Ma, Wei Han, Vera Axelrod, Partha Talukdar |
| 2022 | ICASSP | Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition. | Soumya Dutta, Sriram Ganapathy |
| 2022 | ICASSP | Self Supervised Representation Learning with Deep Clustering for Acoustic Unit Discovery from Raw Speech. | Varun Krishna, Sriram Ganapathy |
| 2022 | ICASSP | End-To-End Speech Recognition with Joint Dereverberation of Sub-Band Autoregressive Envelopes. | Rohit Kumar, Anurenjan Purushothaman, Anirudh Sreeram, Sriram Ganapathy |
| 2022 | ICASSP | The Second Dicova Challenge: Dataset and Performance Analysis for Diagnosis of Covid-19 Using Acoustics. | Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Debarpan Bhattacharya, Debottam Dutta, Pravin Mote, Sriram Ganapathy |
| 2022 | Interspeech | Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer. | Shrutina Agarwal, Naoya Takahashi, Sriram Ganapathy |
| 2022 | Interspeech | Semi-supervised Acoustic and Language Modeling for Hindi ASR. | Tarun Sai Bandarupalli, Shakti Rath, Nirmesh Shah, Naoyuki Onoe, Sriram Ganapathy |
| 2022 | Interspeech | Coswara: A website application enabling COVID-19 screening by analysing respiratory sound samples and health symptoms. | Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Pravin Mote, Sriram Ganapathy, Chandrakiran C, Sahiti Nori, Suhail K. K, Sadhana Gonuguntla, Murali Alagesan |
| 2022 | Interspeech | Analyzing the impact of SARS-CoV-2 variants on respiratory sound signals. | Debarpan Bhattacharya, Debottam Dutta, Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Pravin Mote, Sriram Ganapathy, Chandrakiran C, Sahiti Nori, Suhail K. K, Sadhana Gonuguntla, Murali Alagesan |
| 2022 | Interspeech | Speaker conditioned acoustic modeling for multi-speaker conversational ASR. | Srikanth Raj Chetupalli, Sriram Ganapathy |
| 2022 | Interspeech | Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection. | Debottam Dutta, Debarpan Bhattacharya, Sriram Ganapathy, Amir Hossein Poorjam, Deepak Mittal, Maneesh Singh |
| 2022 | Interspeech | Transformer Networks for Non-Intrusive Speech Quality Prediction. | M. K. Jayesh, Mukesh Sharma, Praneeth Vonteddu, Mahaboob Ali Basha Shaik, Sriram Ganapathy |
| 2021 | ASRU | Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization. | Prachi Singh, Sriram Ganapathy |
| 2021 | ICASSP | Representation Learning for Speech Recognition Using Feedback Based Relevance Weighting. | Purvi Agrawal, Sriram Ganapathy |
| 2021 | ICASSP | End-to-End Lyrics Recognition with Voice to Singing Style Transfer. | Sakya Basak, Shrutina Agarwal, Sriram Ganapathy, Naoya Takahashi |
| 2021 | ICASSP | NISP: A Multi-lingual Multi-accent Dataset for Speaker Profiling. | Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy, Ragesh Rajan M, Prashant Krishnan V |
| 2021 | ICASSP | Deep Multiway Canonical Correlation Analysis For Multi-Subject Eeg Normalization. | Jaswanth Reddy Katthi, Sriram Ganapathy |
| 2021 | Interspeech | Investigating Feature Selection and Explainability for COVID-19 Diagnostics from Cough Sounds. | Flvio vila, Amir H. Poorjam, Deepak Mittal, Charles Dognin, Ananya Muguli, Rohit Kumar, Srikanth Raj Chetupalli, Sriram Ganapathy, Maneesh Singh |
| 2021 | Interspeech | Uncovering the Acoustic Cues of COVID-19 Infection. | Sriram Ganapathy |
| 2021 | Interspeech | DiCOVA Challenge: Dataset, Task, and Baseline System for COVID-19 Diagnosis Using Acoustics. | Ananya Muguli, Lancelot Pinto, Nirmala R., Neeraj Kumar Sharma, Prashant Krishnan V, Prasanta Kumar Ghosh, Rohit Kumar, Shrirama Bhat, Srikanth Raj Chetupalli, Sriram Ganapathy, Shreyas Ramoji, Viral Nanda |
| 2021 | Interspeech | SRIB-LEAP Submission to Far-Field Multi-Channel Speech Enhancement Challenge for Video Conferencing. | R. G. Prithvi Raj, Rohit Kumar, M. K. Jayesh, Anurenjan Purushothaman, Sriram Ganapathy, M. Ali Basha Shaik |
| 2021 | Interspeech | The Third DIHARD Diarization Challenge. | Neville Ryant, Prachi Singh, Venkat Krishnamohan, Rajat Varma, Kenneth Church, Christopher Cieri, Jun Du, Sriram Ganapathy, Mark Y. Liberman |
| 2021 | Interspeech | LEAP Submission for the Third DIHARD Diarization Challenge. | Prachi Singh, Rajat Varma, Venkat Krishnamohan, Srikanth Raj Chetupalli, Sriram Ganapathy |
| 2020 | ICASSP | Unsupervised Neural Mask Estimator for Generalized Eigen-Value Beamforming Based Asr. | Rohit Kumar, Anirudh Sreeram, Anurenjan Purushothaman, Sriram Ganapathy |
| 2020 | ICASSP | 3-D Acoustic Modeling for Far-Field Multi-Channel Speech Recognition. | Anurenjan Purushothaman, Anirudh Sreeram, Sriram Ganapathy |
| 2020 | ICASSP | On The Impact of Language Familiarity in Talker Change Detection. | Neeraj Kumar Sharma, Venkat Krishnamohan, Sriram Ganapathy, Ahana Gangopadhayay, Lauren K. Fink |
| 2020 | ICASSP | Improving Voice Separation by Incorporating End-To-End Speech Recognition. | Naoya Takahashi, Mayank Kumar Singh, Sakya Basak, Sudarsanam Parthasaarathy, Sriram Ganapathy, Yuki Mitsufuji |
| 2020 | Interspeech | Robust Raw Waveform Speech Recognition Using Relevance Weighted Representations. | Purvi Agrawal, Sriram Ganapathy |
| 2020 | Interspeech | Context Dependent RNNLM for Automatic Transcription of Conversations. | Srikanth Raj Chetupalli, Sriram Ganapathy |
| 2020 | Interspeech | Audiovisual Correspondence Learning in Humans and Machines. | Venkat Krishnamohan, Akshara Soman, Anshul Gupta, Sriram Ganapathy |
| 2020 | Interspeech | Deep Learning Based Dereverberation of Temporal Envelopes for Robust Speech Recognition. | Anurenjan Purushothaman, Anirudh Sreeram, Rohit Kumar, Sriram Ganapathy |
| 2020 | Interspeech | Neural PLDA Modeling for End-to-End Speaker Verification. | Shreyas Ramoji, Prashant Krishnan V, Sriram Ganapathy |
| 2020 | Interspeech | Coswara - A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis. | Neeraj Kumar Sharma, Prashant Krishnan V, Rohit Kumar, Shreyas Ramoji, Srikanth Raj Chetupalli, Nirmala R., Prasanta Kumar Ghosh, Sriram Ganapathy |
| 2020 | Interspeech | Deep Self-Supervised Hierarchical Clustering for Speaker Diarization. | Prachi Singh, Sriram Ganapathy |
| 2019 | ASRU | Speaker and Language Aware Training for End-to-End ASR. | Shubham Bansal, Karan Malhotra, Sriram Ganapathy |
| 2019 | ASRU | Second Language Transfer Learning in Humans and Machines Using Image Supervision. | Kiran Praveen, Anshul Gupta, Akshara Soman, Sriram Ganapathy |
| 2019 | ICASSP | Deep Variational Filter Learning Models for Speech Recognition. | Purvi Agrawal, Sriram Ganapathy |
| 2019 | ICASSP | A Deep Neural Network Based End to End Model for Joint Height and Age Estimation from Short Duration Speech. | Shareef Babu Kalluri, Deepu Vijayasenan, Sriram Ganapathy |
| 2019 | ICASSP | End-to-end Language Recognition Using Attention Based Hierarchical Gated Recurrent Unit Models. | Bharat Padi, Anand Mohan, Sriram Ganapathy |
| 2019 | ICASSP | The Leap Speaker Recognition System for NIST SRE 2018 Challenge. | Shreyas Ramoji, Anand Mohan, Bhargavram Mysore, Anmol Bhatia, Prachi Singh, Harsha Vardhan, Sriram Ganapathy |
| 2019 | ICASSP | Analyzing Human Reaction Time for Talker Change Detection. | Neeraj Kumar Sharma, Shobhana Ganesh, Sriram Ganapathy, Lori L. Holt |
| 2019 | Interspeech | Unsupervised Raw Waveform Representation Learning for ASR. | Purvi Agrawal, Sriram Ganapathy |
| 2019 | Interspeech | A Study of x-Vector Based Speaker Recognition on Short Utterances. | Ahilan Kanagasundaram, Sridha Sridharan, Sriram Ganapathy, Prachi Singh, Clinton Fookes |
| 2019 | Interspeech | Active Learning Methods for Low Resource End-to-End Speech Recognition. | Karan Malhotra, Shubham Bansal, Sriram Ganapathy |
| 2019 | Interspeech | Attention Based Hybrid i-Vector BLSTM Model for Language Recognition. | Bharat Padi, Anand Mohan, Sriram Ganapathy |
| 2019 | Interspeech | The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines. | Neville Ryant, Kenneth Church, Christopher Cieri, Alejandrina Cristi, Jun Du, Sriram Ganapathy, Mark Y. Liberman |
| 2019 | Interspeech | LEAP Diarization System for the Second DIHARD Challenge. | Prachi Singh, Harsha Vardhan, Sriram Ganapathy, Ahilan Kanagasundaram |
| 2018 | ICASSP | 3-D CNN Models for Far-Field Multi-Channel Speech Recognition. | Sriram Ganapathy, Vijayaditya Peddinti |
| 2018 | ICASSP | Enhancement and Analysis of Conversational Speech: JSALT 2017. | Neville Ryant, Elika Bergelson, Kenneth Church, Alejandrina Cristi, Jun Du, Sriram Ganapathy, Sanjeev Khudanpur, Diana Kowalski, Mahesh Krishnamoorthy, Rajat Kulshreshta, Mark Y. Liberman, Yu-Ding Lu, Matthew Maciejewski, Florian Metze, Jn Profant, Lei Sun, Yu Tsao, Zhou Yu |
| 2018 | ICASSP | Leveraging LSTM Models for Overlap Detection in Multi-Party Meetings. | Neeraj Sajjan, Shobhana Ganesh, Neeraj Kumar Sharma, Sriram Ganapathy, Neville Ryant |
| 2018 | Interspeech | Comparison of Unsupervised Modulation Filter Learning Methods for ASR. | Purvi Agrawal, Sriram Ganapathy |
| 2018 | Interspeech | Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings. | Alejandrina Cristi, Shobhana Ganesh, Marisa Casillas, Sriram Ganapathy |
| 2018 | Interspeech | Speaker and Language Recognition - From Laboratory Technologies to the Wild. | Sriram Ganapathy |
| 2018 | Interspeech | Far-Field Speech Recognition Using Multivariate Autoregressive Models. | Sriram Ganapathy, Madhumita Harish |
| 2018 | Interspeech | On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification. | Rajath Kumar, Vaishnavi Yeruva, Sriram Ganapathy |
| 2018 | Interspeech | Supervised I-vector Modeling - Theory and Applications. | Shreyas Ramoji, Sriram Ganapathy |
| 2017 | ASRU | Deep learning methods for unsupervised acoustic modeling - Leap submission to ZeroSpeech challenge 2017. | T. K. Ansari, Rajath Kumar, Sonali Singh, Sriram Ganapathy |
| 2017 | ASRU | Unsupervised HMM posteriograms for language independent acoustic modeling in zero resource conditions. | T. K. Ansari, Rajath Kumar, Sonali Singh, Sriram Ganapathy, V. Susheela Devi |
| 2017 | ASRU | Leveraging native language speech for accent identification using deep Siamese networks. | Aditya Siddhant, Preethi Jyothi, Sriram Ganapathy |
| 2017 | ICASSP | Factor analysis methods for joint speaker verification and spoof detection. | Dhanush B. K, Suparna S, Aarthy R, Likhita C, Shashank D, Harish H, Sriram Ganapathy |
| 2017 | Interspeech | Speech Representation Learning Using Unsupervised Data-Driven Modulation Filtering for Robust ASR. | Purvi Agrawal, Sriram Ganapathy |
| 2017 | Interspeech | IITG-Indigo System for NIST 2016 SRE Challenge. | Nagendra Kumar, Rohan Kumar Das, Sarfaraz Jelil, Dhanush B. K, H. Kashyap, K. Sri Rama Murty, Sriram Ganapathy, Rohit Sinha, S. R. Mahadeva Prasanna |
| 2016 | ICASSP | Speaker age estimation on conversational telephone speech using senone posterior based i-vectors. | Seyed Omid Sadjadi, Sriram Ganapathy, Jason W. Pelecanos |
| 2016 | Interspeech | An Investigation on the Use of i-Vectors for Robust ASR. | Dimitrios Dimitriadis, Samuel Thomas, Sriram Ganapathy |
| 2016 | Interspeech | The IBM Speaker Recognition System: Recent Advances and Error Analysis. | Seyed Omid Sadjadi, Jason W. Pelecanos, Sriram Ganapathy |
| 2015 | ICASSP | Robust speech processing using ARMA spectrogram models. | Sriram Ganapathy |
| 2015 | ICASSP | Nearest neighbor discriminant analysis for language recognition. | Seyed Omid Sadjadi, Jason W. Pelecanos, Sriram Ganapathy |
| 2015 | Interspeech | Investigating factor analysis features for deep neural networks in noisy speech recognition. | Sriram Ganapathy, Samuel Thomas, Dimitrios Dimitriadis, Steven J. Rennie |
| 2014 | ICASSP | Shift-invariant features for speech activity detection in adverse radio-frequency channel conditions. | Mohamed Kamal Omar, Sriram Ganapathy |
| 2014 | ICASSP | Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions. | Samuel Thomas, Sriram Ganapathy, George Saon, Hagen Soltau |
| 2014 | Interspeech | Robust language identification using convolutional neural network features. | Sriram Ganapathy, Kyu Jeong Han, Samuel Thomas, Mohamed Kamal Omar, Maarten Van Segbroeck, Shrikanth S. Narayanan |
| 2013 | ICASSP | Unsupervised channel adaptation for language identification using co-training. | Sriram Ganapathy, Mohamed Kamal Omar, Jason W. Pelecanos |
| 2013 | Interspeech | TRAP language identification system for RATS phase II evaluation. | Kyu Jeong Han, Sriram Ganapathy, Ming Li, Mohamed Kamal Omar, Shrikanth S. Narayanan |
| 2013 | Interspeech | Robust speaker recognition using spectro-temporal autoregressive models. | Sri Harish Reddy Mallidi, Sriram Ganapathy, Hynek Hermansky |
| 2013 | Interspeech | The IBM speech activity detection system for the DARPA RATS program. | George Saon, Samuel Thomas, Hagen Soltau, Sriram Ganapathy, Brian Kingsbury |
| 2012 | ICASSP | The UMD-JHU 2011 speaker recognition system. | Daniel Garcia-Romero, Xinhui Zhou, Dmitry N. Zotkin, Balaji Vasan Srinivasan, Yuancheng Luo, Sriram Ganapathy, Samuel Thomas, Sridhar Krishna Nemala, Garimella S. V. S. Sivaram, Majid Mirbagheri, Sri Harish Reddy Mallidi, Thomas Janu, Padmanabhan Rajan, Nima Mesgarani, Mounya Elhilali, Hynek Hermansky, Shihab A. Shamma, Ramani Duraiswami |
| 2012 | ICASSP | Multilingual MLP features for low-resource LVCSR systems. | Samuel Thomas, Sriram Ganapathy, Hynek Hermansky |
| 2012 | Interspeech | Analysis of Temporal Resolution in Frequency Domain Linear Prediction. | Sriram Ganapathy, Hynek Hermansky |
| 2012 | Interspeech | Data-driven Posterior Features for Low Resource Speech Recognition Applications. | Samuel Thomas, Sriram Ganapathy, Aren Jansen, Hynek Hermansky |
| 2011 | ICASSP | Feature normalization for speaker verification in room reverberation. | Sriram Ganapathy, Jason W. Pelecanos, Mohamed Kamal Omar |
| 2011 | Interspeech | Modulation Spectrum Analysis for Recognition of Reverberant Speech. | Sri Harish Reddy Mallidi, Sriram Ganapathy, Hynek Hermansky |
| 2010 | ICASSP | Robust spectro-temporal features based on autoregressive models of Hilbert envelopes. | Sriram Ganapathy, Samuel Thomas, Hynek Hermansky |
| 2010 | ICASSP | Comparison of modulation features for phoneme recognition. | Sriram Ganapathy, Samuel Thomas, Hynek Hermansky |
| 2010 | Interspeech | Sparse auto-associative neural networks: theory and application to speech recognition. | Garimella S. V. S. Sivaram, Sriram Ganapathy, Hynek Hermansky |
| 2010 | Interspeech | Cross-lingual and multi-stream posterior features for low resource LVCSR systems. | Samuel Thomas, Sriram Ganapathy, Hynek Hermansky |
| 2010 | Interspeech | A phoneme recognition framework based on auditory spectro-temporal receptive fields. | Samuel Thomas, Kailash Patil, Sriram Ganapathy, Nima Mesgarani, Hynek Hermansky |
| 2009 | ASRU | Temporal envelope subtraction for robust speech recognition using modulation spectrum. | Sriram Ganapathy, Samuel Thomas, Hynek Hermansky |
| 2009 | ICASSP | Phoneme recognition using spectral envelope and modulation frequency features. | Samuel Thomas, Sriram Ganapathy, Hynek Hermansky |
| 2009 | Interspeech | Static and dynamic modulation spectrum for speech recognition. | Sriram Ganapathy, Samuel Thomas, Hynek Hermansky |
| 2009 | Interspeech | Arithmetic coding of sub-band residuals in FDLP speech/audio codec. | Petr Motlcek, Sriram Ganapathy, Hynek Hermansky |
| 2009 | Interspeech | Tandem representations of spectral envelope and modulation frequency features for ASR. | Samuel Thomas, Sriram Ganapathy, Hynek Hermansky |
| 2008 | ICASSP | Temporal masking for bit-rate reduction in audio codec based on Frequency Domain Linear Prediction. | Sriram Ganapathy, Petr Motlcek, Hynek Hermansky, Harinath Garudadri |
| 2008 | Interspeech | Spectral noise shaping: improvements in speech/audio codec based on linear prediction in spectral domain. | Sriram Ganapathy, Petr Motlcek, Hynek Hermansky, Harinath Garudadri |
| 2008 | Interspeech | Front-end for far-field speech recognition based on frequency domain linear prediction. | Sriram Ganapathy, Samuel Thomas, Hynek Hermansky |
| 2008 | Interspeech | Hilbert envelope based spectro-temporal features for phoneme recognition in telephone speech. | Samuel Thomas, Sriram Ganapathy, Hynek Hermansky |