Fixed spelling in forced_alignment_tutorial.py (#3934)

rrmhearts · web-flow · commit f1a2a3722942 · 2025-12-05T17:17:51.000+02:00
diff --git a/examples/tutorials/forced_alignment_tutorial.py b/examples/tutorials/forced_alignment_tutorial.py
@@ -88,7 +88,7 @@
 # Generate frame-wise label probability
 # -------------------------------------
 #
-# The first step is to generate the label class porbability of each audio
+# The first step is to generate the label class probability of each audio
 # frame. We can use a Wav2Vec2 model that is trained for ASR. Here we use
 # :py:func:`torchaudio.pipelines.WAV2VEC2_ASR_BASE_960H`.
 #
@@ -153,7 +153,7 @@ def plot():
 # :math:`c_j` at :math:`t` and it transitioned to the next label
 # :math:`c_{j+1}` at :math:`t+1`.
 #
-# The follwoing diagram illustrates this transition.
+# The following diagram illustrates this transition.
 #
 # .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/ctc-forward.png
 #

Original file line number	Diff line number	Diff line change
`@@ -88,7 +88,7 @@`
`88`	`88`	`# Generate frame-wise label probability`
`89`	`89`	`# -------------------------------------`
`90`	`90`	`#`
`91`		`-# The first step is to generate the label class porbability of each audio`
	`91`	`+# The first step is to generate the label class probability of each audio`
`92`	`92`	`# frame. We can use a Wav2Vec2 model that is trained for ASR. Here we use`
`93`	`93`	# :py:func:`torchaudio.pipelines.WAV2VEC2_ASR_BASE_960H`.
`94`	`94`	`#`
`@@ -153,7 +153,7 @@ def plot():`
`153`	`153`	# :math:`c_j` at :math:`t` and it transitioned to the next label
`154`	`154`	# :math:`c_{j+1}` at :math:`t+1`.
`155`	`155`	`#`
`156`		`-# The follwoing diagram illustrates this transition.`
	`156`	`+# The following diagram illustrates this transition.`
`157`	`157`	`#`
`158`	`158`	`# .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/ctc-forward.png`
`159`	`159`	`#`