From 5a341a1f1f8bd86ffd8ecbca26e648bbc8ab47f1 Mon Sep 17 00:00:00 2001 From: Sebastian Kutny Date: Fri, 7 Apr 2023 15:45:18 +0200 Subject: [PATCH] Added report. --- markov_model.py | 1 - report/images/plot.png | Bin 0 -> 87170 bytes report/report.pdf | Bin 0 -> 225301 bytes report/report.tex | 61 +++++++++++++++++++++++++++++++++++++++++ 4 files changed, 61 insertions(+), 1 deletion(-) create mode 100644 report/images/plot.png create mode 100644 report/report.pdf create mode 100644 report/report.tex diff --git a/markov_model.py b/markov_model.py index 5492c74..b9c7688 100644 --- a/markov_model.py +++ b/markov_model.py @@ -1,4 +1,3 @@ -import math import random import re from nltk import SyllableTokenizer diff --git a/report/images/plot.png b/report/images/plot.png new file mode 100644 index 0000000000000000000000000000000000000000..e2631fc25a4445bbbfaa6f2ee1a28b5d91004fb7 GIT binary patch literal 87170 zcmeEu^;?u(+pY=@8NmA?|t`g`w!U10f)eW+-qIyT34LsdEHU3)fLHZ(cQXo~ 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zbflbMoH*zF!8ch7C#TdhA4%KA8CJ~ea;k=5v*f{Lkwy#*cS^WyF_V`9i2%6%E3v4g S0+@ujj10}VR8?L5-M9eMvM@pb literal 0 HcmV?d00001 diff --git a/report/report.tex b/report/report.tex new file mode 100644 index 0000000..8e8d988 --- /dev/null +++ b/report/report.tex @@ -0,0 +1,61 @@ +\documentclass{article} +\usepackage[T1]{fontenc} +\usepackage[polish]{babel} +\usepackage[utf8]{inputenc} +\usepackage{graphicx} +\graphicspath{{images/}} +\usepackage{blindtext} +\usepackage{hyperref} + +\title{Generacja tekstów piosenek} +\author{Maciej Krzyżanowski, Sebastian Kutny, Tomasz Lewandowski} +\date{Kwiecień 2023} + +\begin{document} + +\maketitle + +\tableofcontents + +\newpage +\section{Wstęp} +Celem projektu było stworzenie modelu generującego tekst piosenki na podstawie wybranych danych jako tekstów innych utworów. Wykorzystaliśmy 2 metody: łańcuchy Markova oraz rekurencyjne sieci neuronowe. \\ \\ Projekt zawiera narzędzie "scraper" do pozyskiwania danych ze stron: +\begin{itemize} + \item \url{https://www.tekstowo.pl} + \item \url{https://www.azlyrics.com} +\end{itemize} +Implementacja została wykonana w języku Python oraz wykorzystuje biblioteki: +\begin{itemize} + \item pandas + \item BeautifulSoup + \item nltk + \item request + \item queue + \item re +\end{itemize} +Dostępna jest opcja łączenia zbiorów danych do jednego pliku w celu wykorzystania ich jednocześnie. \\ \\ +Przed rozpoczęciem przetwarzania danych są one oczyszczane poprzez ujednolcenie wielkości liter, usunięcie niepotrzebnych znaków interpunkcyjnych, słów zakazanych (np:. określających składowe tekstu utworu) oraz wyrażeń ze szczególnymi znakami interpunkcyjnymi jako określających zawartość tekstu. +\\ \\ +Tekst jest generowany jako dowolna liczba wersów o dowolnej ilości słow. +\newpage +\section{Łańcuchy Markova} +Łańcuchy Markova to matematyczny model służący do generowania tekstu lub sekwencji innych elementów, takich jak dźwięki lub obrazy. Ideą modelu jest analiza sekwencji istniejących elementów i wykorzystanie tych informacji do przewidywania, jakie elementy powinny pojawić się następnie. \\ +\\ +W przypadku generowania tekstu, łańcuchy Markova są zwykle stosowane do analizy sekwencji słów w tekście źródłowym i generowania nowych sekwencji słów na podstawie tych informacji. Proces zaczyna się od wyboru deterministycznego lub losowego początkowego stanu łańcucha, a następnie generowania kolejnych stanów na podstawie informacji o pradwopodobieństwie wystąpienia po sobie stanów w analizowanym tekście w kontekście poprzednio wygenerowanych stanów. Przykładowo, jeśli w tekście źródłowym po słowie "generator" często pojawia się słowo "piosenek", to model łańcucha Markova przypisze wysokie prawdopodobieństwo wystąpienia słowa "piosenek" po słowie "generator". \\ +\\ +Istnieją różne sposoby implementacji modelu łańcuchów Markova, ale zwykle opierają się one na analizie pewnej liczby poprzednich elementów, zwanej "stopniem" modelu. Na przykład, w przypadku modelu pierwszego stopnia, prawdopodobieństwo wystąpienia danego elementu zależy tylko od poprzedniego elementu, w modelu drugiego stopnia, prawdopodobieństwo zależy od dwóch poprzednich elementów, a w modelu trzeciego stopnia, prawdopodobieństwo zależy od trzech poprzednich elementów itd. Stopień łańcucha nazywamy N-gramem.\\ +\\ +W naszym projektcie N-gram jest parametryzowany i bazuje na N uprzednio wygenerowanych słowach w wersie, losując następne słowo na podstawie prawdopodobieństwa jego wystąpienia po N sekwencji słów uprzednio wygenerowanych. Dodatkowo przy każdym wersie o nieparzystym numerze podejmowana jest próba stworzenia rymującego się wersu na podstawie ostatniej sylaby poprzedniego. Najpierw znajdowane są wszystkie rymujące się zakończenia wersu niebędące ostatnim słowem poprzedniego, a następnie - jeśli takie istnieją - losujemy jedno z nich zamiast z wszyskich pozycji. Przy nieznalezieniu rymujących się słów generacja odbywa się tak jak w zwykłym wypadku. W praktyce szansa na stworzenie rymu jest mała i powinna rosnąć z ilością danych przetwarzanych przez model.\\ +\\ +Model łańcuchów Markova nie jest idealny i może generować sekwencje, które nie są sensowne lub poprawne gramatycznie. Dopiero przy wglądzie modeli w setki stanów wstecz oraz przy bardzo dużej ilości danych można wygenerować tekst podobny do pisanego przez człowieka. \\ +\\ +\begin{figure}[h] + \centering + \includegraphics[width=0.75\textwidth]{plot} + \caption{Przykład łańcucha Markova, gdzie stany mogą oznaczać słowa lub sekwencje słów, a przejścia pomiędzy nimi określono jako prawdpopodobieństwa $p$} + \label{fig:mesh1} +\end{figure} + +\newpage +\section{Rekurencyjne Sieci Neuronowe} +\end{document}