diff --git a/CHANGELOG.md b/CHANGELOG.md
index 378201e..4720e57 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -6,7 +6,22 @@ Note that the project (and python wheel) is built from a duorepo (2 separate rep
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html) since v1.0.0.
 
-## [Unreleased] - Changes: [KaldiAG](https://github.com/daanzu/kaldi-active-grammar/compare/v2.1.0...master) [KaldiFork](https://github.com/daanzu/kaldi-fork-active-grammar/compare/kag-v2.1.0...master)
+## [Unreleased] - Changes: [KaldiAG](https://github.com/daanzu/kaldi-active-grammar/compare/v3.0.0...master) [KaldiFork](https://github.com/daanzu/kaldi-fork-active-grammar/compare/kag-v3.0.0...master)
+
+## [3.0.0](https://github.com/daanzu/kaldi-active-grammar/releases/tag/v3.0.0) - 2021-04-04 - Changes: [KaldiAG](https://github.com/daanzu/kaldi-active-grammar/compare/v2.1.0...v3.0.0) [KaldiFork](https://github.com/daanzu/kaldi-fork-active-grammar/compare/kag-v2.1.0...kag-v3.0.0)
+
+### Changed
+
+* Pronunciation generation for lexicon now better supports local mode (using the `g2p_en` package), which is now also the default mode. It is also preferred over the online mode (using CMU's web service), which is now disabled by default. See the Setup section of the README for details.
+* `PlainDictation` output now discards any silence words from transcript.
+* `lattice_beam` default value reduced from `6.0` to `5.0`, to hopefully avoid occasional errors.
+* Removed deprecated CLI binaries from build for linux/mac.
+
+### Fixed
+
+* Whitespace in the model path is once again handled properly (thanks [@matthewmcintire](https://github.com/matthewmcintire)).
+* `NativeWFST.has_path()` now handles loops.
+* Linux/Mac binaries are now more stripped.
 
 ## [2.1.0](https://github.com/daanzu/kaldi-active-grammar/releases/tag/v2.1.0) - 2021-04-04 - Changes: [KaldiAG](https://github.com/daanzu/kaldi-active-grammar/compare/v2.0.2...v2.1.0) [KaldiFork](https://github.com/daanzu/kaldi-fork-active-grammar/compare/kag-v2.0.2...kag-v2.1.0)
 
diff --git a/README.md b/README.md
index bbc92d1..8d08042 100644
--- a/README.md
+++ b/README.md
@@ -91,6 +91,7 @@ Otherwise...
     * Alternatively, if you only want to use it directly (via a more low level interface), you can just run `pip install kaldi-active-grammar`
 1. To support automatic generation of pronunciations for unknown words (not in the lexicon), you have two choices:
     * Local generation: Install the `g2p_en` package with `pip install 'kaldi-active-grammar[g2p_en]'`
+        * The necessary data files are now included in the latest speech models I released with `v3.0.0`.
     * Online/cloud generation: Install the `requests` package with `pip install 'kaldi-active-grammar[online]'` **AND** pass `allow_online_pronunciations=True` to `Compiler.add_word()` or `Model.add_word()`
     * If both are available, the former is preferentially used.