Masterclass Certificate in Acoustic Modeling: Data-Driven
-- ViewingNowThe Masterclass Certificate in Acoustic Modeling: Data-Driven is a comprehensive course that equips learners with essential skills in acoustic modeling. This field is crucial in developing speech recognition systems, a technology in high demand with the growing use of voice-activated assistants and automated customer service.
4,815+
Students enrolled
GBP £ 140
GBP £ 202
Save 44% with our special offer
ě´ ęłźě ě ëí´
100% ě¨ëźě¸
ě´ëěë íěľ
ęłľě ę°ëĽí ě¸ěŚě
LinkedIn íëĄíě ěśę°
ěëŁęšě§ 2ę°ě
죟 2-3ěę°
ě¸ě ë ěě
ë기 ę¸°ę° ěě
ęłźě ě¸ëśěŹí
⢠Unit 1: Introduction to Acoustic Modeling – This unit will cover the fundamentals of acoustic modeling and its significance in speech recognition.
⢠Unit 2: Data Preparation for Acoustic Modeling – This unit will focus on preparing data for acoustic modeling, including data cleaning, normalization, and feature extraction.
⢠Unit 3: Deep Learning for Acoustic Modeling – This unit will delve into the use of deep learning techniques in acoustic modeling, including deep neural networks (DNNs), convolutional neural networks (CNNs), and recurrent neural networks (RNNs).
⢠Unit 4: Gaussian Mixture Models (GMMs) in Acoustic Modeling – This unit will cover the use of GMMs in acoustic modeling, including their benefits and limitations.
⢠Unit 5: Hidden Markov Models (HMMs) in Acoustic Modeling – This unit will cover the use of HMMs in acoustic modeling, including their applications in speech recognition.
⢠Unit 6: Sequence Training for Acoustic Modeling – This unit will focus on sequence training techniques for acoustic modeling, including maximum likelihood estimation (MLE) and cross-entropy training.
⢠Unit 7: Evaluation Metrics for Acoustic Modeling – This unit will cover the common evaluation metrics used in acoustic modeling, such as word error rate (WER) and phone error rate (PER).
⢠Unit 8: Practical Implementations of Acoustic Modeling – This unit will provide practical examples of implementing acoustic modeling techniques in real-world applications.
⢠Unit 9: Advanced Topics in Acoustic Modeling – This unit will cover advanced topics in acoustic modeling, such as multi-style training and speaker adaptation.
⢠Unit 10: Conclusion & Next Steps in Acoustic Modeling – This unit will summarize the key takeaways from the course and provide guidance for further learning in the field.
ę˛˝ë Ľ 경ëĄ
ě í ěęą´
- 죟ě ě ëí 기본 ě´í´
- ěě´ ě¸ě´ ëĽěë
- ěť´í¨í° ë° ě¸í°ëˇ ě ꡟ
- 기본 ěť´í¨í° 기ě
- ęłźě ěëŁě ëí íě
ěŹě ęłľě ěę˛Šě´ íěíě§ ěěľëë¤. ě ꡟěąě ěí´ ě¤ęłë ęłźě .
ęłźě ěí
ě´ ęłźě ě ę˛˝ë Ľ ę°ë°ě ěí ě¤ěŠě ě¸ ě§ěęłź 기ě ě ě ęłľíŠëë¤. ꡸ę˛ě:
- ě¸ě ë°ě 기ę´ě ěí´ ě¸ěŚëě§ ěě
- ęśíě´ ěë 기ę´ě ěí´ ęˇě ëě§ ěě
- ęłľě ě겊ě ëł´ěě
ęłźě ě ěąęłľě ěźëĄ ěëŁí늴 ěëŁ ě¸ěŚě뼟 ë°ę˛ ëŠëë¤.
ě ěŹëë¤ě´ ę˛˝ë Ľě ěí´ ě°ëŚŹëĽź ě ííëę°
댏롰 ëĄëŠ ě¤...
ě죟 돝ë ě§ëŹ¸
ě˝ě¤ ěę°ëŁ
- 죟 3-4ěę°
- 쥰기 ě¸ěŚě ë°°ěĄ
- ę°ë°Ší ëąëĄ - ě¸ě ë ě§ ěě
- 죟 2-3ěę°
- ě 기 ě¸ěŚě ë°°ěĄ
- ę°ë°Ší ëąëĄ - ě¸ě ë ě§ ěě
- ě 체 ě˝ě¤ ě ꡟ
- ëě§í¸ ě¸ěŚě
- ě˝ě¤ ěëŁ
ęłźě ě ëł´ ë°ę¸°
íěŹëĄ ě§ëś
ě´ ęłźě ě ëšěŠě ě§ëśí기 ěí´ íěŹëĽź ěí ě˛ęľŹě뼟 ěě˛íě¸ě.
ě˛ęľŹěëĄ ę˛°ě ę˛˝ë Ľ ě¸ěŚě íë
